Antonio Criminisi

Vice President Applied Science

Publications

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- DAViD: Data-efficient and Accurate Vision Models from Synthetic Data
  
  Fatemeh Saleh, Sadegh Aliakbarian, Charlie Hewitt, Lohit Petikam, Xiao-Xian, Antonio Criminisi, Tom Cashman, Tadas Baltrusaitis
  
  2025 International Conference on Computer Vision | October 2025
  
  Publication Preprint Video
- VoluMe – Authentic 3D Video Calls from Live Gaussian Splat Prediction
  
  Marti de La Gorce, Charlie Hewitt, Tibor Takacs, Robert Gerdisch, Zafiirah Hosenie, Givi Meishvili, Marek Kowalski (HE/HIM), Tom Cashman, Antonio Criminisi
  
  2025 International Conference on Computer Vision | October 2025
  
  Publication Preprint Video
- Hairmony: Fairness-aware hairstyle classification
  
  Givi Meishvili, James Clemoes, Charlie Hewitt, Zafiirah Hosenie, Xiao-Xian, Martin de La Gorce, Tibor Takacs, Tadas Baltrusaitis, Antonio Criminisi, Chyna McRae, Nina Jablonski, Marta Wilczkowiak (SHE/HER)
  
  SIGGRAPH Asia | December 2024
  
  Publication DOI Video
- Modeling health risks using neural network ensembles
  
  Brandon M. Smith, Antonio Criminisi, Noam Sorek, Yaar Harari, Neeraj Sood, Steven B. heymsfield
  
  Plos One | October 2024
  
  Publication
- An Equal Seat at the Table: Exploring Videoconferencing with Shared Spatial Context combined with 3D Video Representations
  
  Tom Cashman, Tim Hutton, Martin de La Gorce, Tibor Takács, Antonio Criminisi, Milica Ðorđević, Goran Dubajić, Ðorđe Marjanović, Milena Okošanović, Vukašin Ranković, Ivan Razumenić, Bojan Roško, Teo Šarkić, Marko Skakun, Miloš Stojanović, Nikola Veličković, Predrag Jovanović, Payod Panda, Lev Tankelevitch, Sean Rintel
  
  CHI EA 2024 | May 2024
  
  PDF DOI Project
- Development and validation of an accurate smartphone application for measuring waist-to-hip circumference ratio
  
  Siddharth Choudhary, Ganesh Iyer, Brandon M. Smith, Jinjin Li, Mark Sippel, Antonio Criminisi, Steven B. Heymsfield
  
  NPJ Digital Medicine (Nature Portfolio) | September 2023, Vol 6(168)
  
  PDF
- Normalized sensitivity of multi-dimensional body composition biomarkers for risk change prediction
  
  Antonio Criminisi, N. Sorek, S. B. Heymsfield
  
  Scientific Reports [Nature Portfolio] | July 2022, Vol 12(12375)
  
  Publication
- Smartphone camera based assessment of adiposity: a validation study
  
  M. D. Majmudar, S. Chandra, K. Yakkala, S. Kennedy, A. Agrawal, M. Sippel, P. Ramu, A. Chaudhri, B. Smith, Antonio Criminisi, S. B. Heymsfield, F. C. Stanford
  
  NPJ Digital Medicine [Nature Portfolio] | June 2022, Vol 5(79)
  
  Publication
- Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI
  
  R. Tanno, D. E. Worrall, E. Kaden, A. Gosh, F. Grussu, A. Bizzi, S. N. Sotoripoulos, Antonio Criminisi, D. C. Alexander
  
  Neuroimage | January 2021
  
  Publication
- 3D Convolutional Neural Networks for Tumor Segmentation using Long-range 2D Context
  
  Pawel Mlynarski, Herve' Delingette, Antonio Criminisi, Nicholas Ayache
  
  Computerized Medical Imaging and Graphics | February 2019
  
  Publication Project
- Deep Learning with Mixed Supervision for Brain Tumor Segmentation
  
  Pawel Mlynarski, Herve' Delingette, Antonio Criminisi, Nicholas Ayache
  
  December 2018
  
  Publication Project
- Deep Decision Forests of Radiomic Features for Automatic Contouring of Pelvic Anatomy for Prostate Radiotherapy
  
  M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Antonio Criminisi, M. J. Nyflot
  
  November 2018
  
  Publication
- Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features
  
  M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Aditya Nori, David Carter, Loic Le Folgoc, Antonio Criminisi, M. J. Nyflot
  
  Physics in Medicine and Biology | November 2018, Vol 63(23): pp. 235002-235002
  
  DOI PDF Publication
- Autofocus Layer for Semantic Segmentation
  
  Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison W. Cottrell, Antonio Criminisi, Aditya Nori
  
  International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI) | September 2018
  
  DOI Publication Project
- Adaptive Neural Trees
  
  Ryutaro Tanno, Kai Arulkumaran, Daniel C. Alexander, Antonio Criminisi, Aditya Nori
  
  2018 International Conference on Machine Learning | July 2018
  
  PDF PDF Publication Publication Publication Publication Publication Publication
- Semi-Supervised Learning via Compact Latent Space Clustering
  
  Konstantinos Kamnitsas, Daniel C. Castro, Loic Le Folgoc, Ian Walker, Ryutaro Tanno, Daniel Rueckert, Ben Glocker, Antonio Criminisi, Aditya Nori
  
  International Conference on Machine Learning (ICML) | June 2018
  
  Publication Publication Project
- Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
  
  Ryutaro Tanno, Daniel E. Worrall, Aurobrata Ghosh, Enrico Kaden, Stamatios N. Sotiropoulos, Antonio Criminisi, Daniel C. Alexander
  
  Intl Conf. Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2017
  
  DOI PDF Publication Publication
- Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition
  
  Jan Margeta, Antonio Criminisi, Rocio Cabrera Lozoya, Daniel C. Lee, Nicholas Ayache
  
  Computer methods in biomechanics and biomedical engineering. Imaging & visualization | September 2017, Vol 5(5): pp. 339-349
  
  DOI Publication Publication Publication Publication Publication Publication Publication
- Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups
  
  Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi
  
  2017 Computer Vision and Pattern Recognition | June 2017
  
  Publication DOI PDF
- Unsupervised domain adaptation in brain lesion segmentation with adversarial networks
  
  Konstantinos Kamnitsas, Christian Baumgartner, Christian Ledig, Virginia F.J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker
  
  Information Processing in Medical Imaging (IPMI) | June 2017
  
  Publication Project
- Spectral Kernels for Probabilistic Analysis and Clustering of Shapes
  
  Loic Le Folgoc, Aditya Nori, Antonio Criminisi
  
  Information Processing in Medical Imaging (IPMI) | June 2017
  
  DOI PDF Publication Project
- Image Quality Transfer and Applications in Diffusion MRI
  
  Daniel C. Alexander, Darko Zikic, Aurobrata Gosh, Ryutaro Tanno, Viktor Wottschel, Jiaying Zhang, Enrico Kaden, Tim B. Dirby, Stamatios N. Sotiropoulos, Hui Zhang, Antonio Criminisi
  
  Neuroimage | March 2017
  
  Publication Project
- Deep Roots: Improving CNN Efficiency by Learning a Basis for Filter Dependencies
  
  Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi
  
  Computer Vision and Pattern Recognition (CVPR) 2017 | February 2017
  
  Publication
- Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements.
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  Medical Image Analysis | January 2017, Vol 36: pp. 79-97
  
  PDF DOI Project
- Quantifying Registration Uncertainty with Sparse Bayesian Modeling
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  IEEE Transactions on Medical Imaging | December 2016
  
  Publication Project
- Bayesian Image Quality Transfer
  
  Ryutaro Tanno, Aurobrata Ghosh, Francesco Grussu, Enrico Kaden, Antonio Criminisi, Daniel C. Alexander
  
  2016 Medical Image Computing and Computer-Assisted Intervention | October 2016
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- DeepMedic for Brain Tumor Segmentation
  
  Konstantinos Kamnitsas, Enzo Ferrante, Sarah Parisot, Christian Ledig, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker
  
  MICCAI Brain Lesion Workshop | October 2016
  
  DOI PDF Publication Project
- Lifted Auto-Context Forests for Brain Tumour Segmentation
  
  Loic Le Folgoc, Aditya Nori, Siddharth Ancha, Antonio Criminisi
  
  MICCAI Brain Lesion Workshop | October 2016
  
  DOI PDF Publication Project
- Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information
  
  Yoad Lewenberg, Yoram Bachrach, Sukrit Shankar, Antonio Criminisi
  
  IJCAI | July 2016
  
  Publication
- Report on the Cloud-Based Evaluation Approaches Workshop 2015
  
  Henning Müller, Jayashree Kalpathy-Cramer, Allan Hanbury, Keyvan Farahani, Rinat Sergeev, Jin H. Paik, Antonio Criminisi, Arno Klein, Andrew Trister, Thea Norman, David Kennedy, Ganapati Srinivasa, Artem Mamonov, Nina Preuss
  
  2016 International ACM SIGIR Conference on Research and Development in Information Retrieval | June 2016
  
  DOI Publication Publication Publication
- Machine Learning for Medical Image Analysis
  
  Antonio Criminisi
  
  Medical Image Analysis (MedIA) - 20th anniversary special edition | June 2016
  
  Publication
- Deep Neural Decision Forests
  
  P. Kontschieder, M. Fiterau, Antonio Criminisi, S. Rota Bulo
  
  Intl Joint Conference on Artifical Intelligence (IJCAI) | June 2016
  
  Publication
- Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information
  
  Y. Lewenberg, I. Bachrach, S. Shankar, Antonio Criminisi
  
  AAAI | June 2016
  
  Publication
- Refining Architectures of Deep Convolutional Neural Networks
  
  Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla
  
  Inlt Conf on Computer Vision and Pattern Recognition (CVPR) | June 2016
  
  Publication
- Measuring Neural Net Robustness with Constraints
  
  Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi
  
  Neural Information Processing Systems (NIPS) | May 2016
  
  Publication
- Generalisability of Image Quality Transfer: Can we approximate in-vivo human brains from dead monkey brains?
  
  Aurobrata Ghosh, V. Wottschel, Enrico Kaden, H. Zhang, Stamatios N. Sotiropoulos, D. Zikic, T. B. Dyrby, Antonio Criminisi, Daniel C. Alexander
  
  April 2016
  
  Publication Project Project
- Training Convolutional Neural Networks with Low-rank Filters for Efficient Image Classification
  
  Yani Ioannou, Duncan Robertson, Jamie Shotton, Roberto Cipolla, Antonio Criminisi
  
  Int Conf. on Learning Representations (ICLR) | April 2016
  
  Publication
- Accuracy of Depth-Sensing Recordings in Classifying Expanded Disability Status Scale Subscores of Motor Dysfunction in Patients with Multiple Sclerosis (I8.004)
  
  Marcus DSouza, Jessica Burggraaff, Saskia Steinheimer, Peter Kontschieder, Cecily Morrison, Jonas Dorn, Samuel Rota Bulò, Tewarie P, Kristina Miciunaite, Abigail Sellen, Dahlke F, Antonio Criminisi, Kamm C, Bernard Uitdehaag, Ludwig Kappos
  
  Neurology | April 2016, Vol 86(16)
  
  Publication Publication Publication
- Decision Forests, Convolutional Networks and the Models in-Between
  
  Yani Ioannou, Duncan Robertson, D. Zikic, Peter Kontschieder, Jamie Shotton, Matthew Brown, Antonio Criminisi
  
  March 2016
  
  DOI Publication Project Project
- Assessing Multiple Sclerosis with Kinect: Designing Computer Vision Systems for Real-World Use
  
  Cecily Morrison, Kit Huckvale, Bob Corish, Jonas Dorn, Peter Kontschieder, Kenton O'Hara, ASSESS MS Team, Antonio Criminisi, Abigail Sellen
  
  Human-Computer Interaction | January 2016
  
  Publication Publication Project Project
- Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound
  
  Simon Blessenohl, Cecily Morrison, Antonio Criminisi, Jamie Shotton
  
  ICCV-ACVR workshop | December 2015
  
  DOI PDF PDF Publication Project
- Deep Neural Decision Forests [Winner of the David Marr Prize 2015]
  
  Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulo
  
  2015 International Conference on Computer Vision | December 2015
  
  Publication
- SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips
  
  Julien Valentin, Vibhav Vineet, Ming-Ming Cheng, David Kim, Jamie Shotton, Pushmeet Kohli, Matthias Nießner, Antonio Criminisi, Shahram Izadi, Philip Torr
  
  ACM Transactions on Graphics (TOG) | November 2015, Vol 34
  
  Publication Publication Video Project
- Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation
  
  Herve Lombaert, Antonio Criminisi, Nicholas Ayache
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2015
  
  DOI PDF Publication Project Project
- Prediction of expanded disability status scale subscores of motor dysfunction in multiple sclerosis using depth-sensing computer vision
  
  M. D'Souza, J. Burggraaff, P. Kontschieder, J. Dorn, C.P. Kamm, S. Seinheimer, P. Tewarie, C. Morrison, Abigail Sellen, Antonio Criminisi, F. Dahlke, B Uitdehaag, L. Kappos
  
  Multiple Sclerosis Journal | October 2015, Vol 21: pp. 409-409
  
  Publication Project
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
  
  Bjoern H. Menze, Andras Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth Gerstner, Marc-Andre Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Hervé Delingette, Cagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, Jose Antonio Mariz, Raphael Meier, Sergio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael Ryan, Duygu Sarikaya, Lawrence Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gabor Szekely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gozde Unal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, D. Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
  
  IEEE Transactions on Medical Imaging | September 2015, Vol 34(10): pp. 1993-2024
  
  DOI PDF PDF Project
- Finetuned convolutional neural nets for cardiac MRI acquisition plane recognition
  
  J. Margeta, Antonio Criminisi, R. Cabrera Lozoya, D. C. Lee, N. Ayache
  
  Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization | June 2015
  
  Publication Publication Project
- Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding
  
  Ben Glocker, Jamie Shotton, Antonio Criminisi, Shahram Izadi
  
  IEEE Transactions on Visualization and Computer Graphics | May 2015, Vol 21(5): pp. 571-583
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding
  
  Ben Glocker, Jamie Shotton, Antonio Criminisi, Shahram Izadi
  
  IEEE Transactions on Visualization and Computer Graphics | May 2015, Vol 21(5): pp. 571-583
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Usability and acceptability of ASSESS MS: a system to support the assessment of motor dysfunction in Multiple Sclerosis using depth-sensing computer vision
  
  Cecily Morrison, Marcus DSouza, Kit Huckvale, Jonas Dorn, Jessica Burggraaff, Kamm C, Saskia Steinheimer, Peter Kontschieder, Antonio Criminisi, Bernard Uitdehaag, Dahlke F, Ludwig Kappos, Abigail Sellen
  
  May 2015
  
  Publication Publication
- Voice or Gesture in the Operating Room
  
  Helena Mentis, Kenton O'Hara, Gerardo Gonzalez, Abigail Sellen, Robert Corish, Antonio Criminisi, Rikin Trivedi, Pierre Theodore
  
  2015 Human Factors in Computing Systems | April 2015
  
  PDF DOI
- Decision Forests, Convolutional Networks and the Models In-Between
  
  Y. Ioannou, D. Robertson, D. Zikic, P. Kontschieder, Jamie Shotton, M. Brown, Antonio Criminisi (acriminisi)
  
  MSR-TR-2015-94 | April 2015
  
  Published by Microsoft
  
  Publication
- Touchless interaction in surgical settings
  
  Tom Carrell, Helena Mentis, Graeme Penney, Antonio Criminisi, Kenton O'Hara, Abigail Sellen, Mark Rouncefield, Neville Dastur, Varnavas, Bob Corish
  
  Communications of the ACM | December 2014
  
  Publication Video Project Project
- Decision Forests for Segmentation of Left Atrium From 3D MRI
  
  J. Margeta, K. McLeod, Antonio Criminisi, N. Ayache
  
  MICCAI Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) | October 2014
  
  Publication Project Project
- Segmentation of Brain Tumor Tissues with Convolutional Neural Networks
  
  Darko Zikic, Yani Ioannou, Antonio Criminisi, Matthew Brown
  
  MICCAI workshop on Multimodal Brain Tumor Segmentation Challenge (BRATS) | October 2014
  
  Publication
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
  
  Bjoern H. Menze, Andras Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth Gerstner, Marc-Andre Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Hervé Delingette, Cagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, Jose Antonio Mariz, Raphael Meier, Sergio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Antonio Criminisi, Michael Ryan, Duygu Sarikaya, Lawrence Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gabor Szekely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gozde Unal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, D. Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
  
  IEEE Transactions on Medical Imaging | October 2014, Vol 34(10): pp. 1993-2024
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Classifier-Based Multi-atlas Label Propagation with Test-Specific Atlas Weighting for Correspondence-Free Scenarios
  
  Darko Zikic, Ben Glocker, Antonio Criminisi
  
  MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bigMCV) | September 2014
  
  PDF DOI Publication Project
- Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos
  
  Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Bob Corish, Darko Zikic, Abigail Sellen, Marcus DSouza, Christian P. Kamm, Jessica Burggraaff, Prejaas Tewarie, Thomas Vogel, Michael Azzarito, Ben Glocker, Peter Chin, Frank Dahlke, Chris Polman, Ludwig Kappos, Bernard Uitdehaag, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | September 2014
  
  Publication Project Project
- Video-based paired-comparison ranking: A validation tool for fine grained measures of motor dysfunction in multiple sclerosis
  
  Burggraaf J, D Souza M, Dorn J, Kamm C, Tewarie P, Kontschieder P, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Kappos L, Uitdehaag B
  
  European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS) | September 2014
  
  Publication Project Project
- Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis – a proof-of-concept study
  
  Burggraaf J, Kamm C, Tewarie P, Peter Kontschieder, Dorn J, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Uitdehaag B, Kappos L
  
  August 2014
  
  Publication Project Project
- Learning to be a Depth Camera for Close-Range Human Capture and Interaction [Best Demo Honorable Mention Award]
  
  Sean Fanello, Cem Keskin, Shahram Izadi, Pushmeet Kohli, David Kim, David Sweeney, Antonio Criminisi, Jamie Shotton, Sing Bing Kang, Tim Paek
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2014 | July 2014, Vol 33
  
  Publication Publication Publication Video Project
- Filter Forests for Learning Data-Dependent Convolutional Kernels
  
  Sean Ryan Fanello, Cem Keskin, Pushmeet Kohli, Shahram Izadi, Jamie Shotton, Antonio Criminisi, Ugo Pattacini, Tim Paek
  
  Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on | June 2014
  
  Publication Publication
- Encoding Atlases by Randomized Classification Forests for Efficient Multi-Atlas Label Propagation
  
  Darko Zikic, B. Glocker, Antonio Criminisi
  
  Medical Image Analysis | June 2014
  
  Publication Project
- Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery
  
  Kenton O'Hara, Gerardo Gonzalez, Graeme Penney, Abigail Sellen, Bob Corish, Helena Mentis, Andreas Varnavas, Antonio Criminisi, Mark Rouncefield, Neville Dastur, Tom Carrell
  
  Journal of Computer Supported Cooperative Work | June 2014, Vol 23(3): pp. 299-337
  
  Publication Project
- Assessment of Disability in Multiple Sclerosis Using the Kinect-Camera System: A Proof-of-Concept Study
  
  Marcus D Souza, Christian Kamm, Jessica Burggraaff, Prejass Tewarie, Ben Glocker, Jonas Dorn, Thomas Vogel, Cecily Morrison, Abigail Sellen, Matthias Machacek, Peter Chin, Bernard Uitdehaag, Antonio Criminisi, Frank Dahlke, Chris Polman, Ludwig Kappos
  
  American Academy of Neurology Annual Meeting (AAN) | April 2014
  
  Publication Project Project Project
- Image Quality Transfer via Random Forest Regression: Applications in Diffusion MRI
  
  D. Alexander, Darko Zikic, H. Zhang, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Laplacian Forests: Semantic Image Segmentation by Guided Bagging
  
  H. Lombaert, D. Zikic, Antonio Criminisi, N. Ayache, Darko Zikic
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Recognizing Cardiac Magnetic Resonance Acquisition Planes
  
  J. Margeta, Antonio Criminisi, D. C. Lee, N. Ayache
  
  MIUA 2014 - Medical Image Understanding and Analysis | January 2014
  
  Publication Project Project
- Sparse Bayesian Registration
  
  L. Le Folgoc, H. Delingette, Antonio Criminisi, N. Ayache
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Touchless interaction in surgery
  
  Kenton O'Hara, Gerardo Gonzalez, Abigail Sellen, Graeme Penney, Andreas Varnavas, Helena Mentis, Antonio Criminisi, Robert Corish, Mark Rouncefield, Neville Dastur, Tom Carrell
  
  Communications of The ACM | January 2014, Vol 57(1): pp. 70-77
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication
- Real-time RGB-D camera relocalization
  
  Ben Glocker, Shahram Izadi, Jamie Shotton, Antonio Criminisi
  
  2013 International Symposium on Mixed and Augmented Reality | December 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Decision Jungles: Compact and Rich Models for Classification
  
  Jamie Shotton, Toby Sharp, Pushmeet Kohli, Sebastian Nowozin, John Winn, Antonio Criminisi
  
  2013 Neural Information Processing Systems | December 2013
  
  PDF PDF PDF Publication Publication Publication Publication Publication
- Efficient Human Pose Estimation from Single Depth Images
  
  Jamie Shotton, Ross Girshick, Andrew Fitzgibbon, Toby Sharp, Mat Cook, Mark Finocchio, Richard Moore, Pushmeet Kohli, Antonio Criminisi, Alex Kipman, Andrew Blake
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2013, Vol 35(12): pp. 2821-2840
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Regression forests for efficient anatomy detection and localization in computed tomography scans
  
  Antonio Criminisi, Duncan Robertson, Ender Konukoglu, Jamie Shotton, Sayan D. Pathak, Steve White, Khan M. Siddiqui
  
  Medical Image Analysis | December 2013, Vol 17(8): pp. 1293-1303
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Whole-body anatomy localization via classification and regression forests.
  
  Bjoern H. Menze, Georg Langs, Zhuowen Tu, Antonio Criminisi
  
  Medical Image Analysis | December 2013, Vol 17(8): pp. 1282
  
  DOI Publication Publication Publication Publication
- Neighbourhood approximation using randomized forests [Best Paper Award]
  
  Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi
  
  Medical Image Analysis | October 2013, Vol 17(7): pp. 790-804
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Atlas encoding by randomized forests for efficient label propagation [Young Scientist Award].
  
  D. Zikic, Ben Glocker, Antonio Criminisi
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Modality propagation: coherent synthesis of subject-specific scans with data-driven regularization.
  
  Dong Hye Ye, D. Zikic, Ben Glocker, Antonio Criminisi, Ender Konukoglu
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Vertebrae localization in pathological spine CT via dense classification from sparse annotations.
  
  Ben Glocker, D. Zikic, Ender Konukoglu, David R. Haynor, Antonio Criminisi
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Multi-Atlas Label Propagation with Atlas Encoding by Randomized Forests [Special Left Field Award]
  
  D. Zikic, Ben Glocker, Antonio Criminisi
  
  September 2013
  
  PDF Publication Publication
- WESD–Weighted Spectral Distance for Measuring Shape Dissimilarity
  
  Ender Konukoglu, Ben Glocker, Antonio Criminisi, K. M. Pohl
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | September 2013, Vol 35(9): pp. 2284-2297
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- GeoF: Geodesic Forests for Learning Coupled Predictors
  
  Peter Kontschieder, Pushmeet Kohli, Jamie Shotton, Antonio Criminisi
  
  2013 Computer Vision and Pattern Recognition | June 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
  
  Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew Fitzgibbon
  
  2013 Computer Vision and Pattern Recognition | June 2013
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Image Segmentation Using Hardware Forest Classifiers
  
  Neil Pittman, Alessandro Forin, Antonio Criminisi, Jamie Shotton, Atabak Mahram
  
  2013 Field-Programmable Custom Computing Machines | April 2013
  
  DOI PDF Publication Publication Publication Publication Publication
- Medical Computer Vision: Recognition techniques and applications in medical imaging
  
  Bjoern Menze, Georg Langs, Le Lu, Albert Montillo, Zhuowen Tu, Antonio Criminisi
  
  Proceedings of the MICCAI 2012 Workshop on Medical Computer Vision (MCV 2012) | February 2013
  
  DOI Publication
- Decision Forests for Computer Vision and Medical Image Analysis
  
  Antonio Criminisi, Jamie Shotton
  
  Published by Springer Publishing Company, Incorporated | January 2013
  
  DOI Publication Publication Publication Publication
- Anatomy Detection and Localization in 3D Medical Images
  
  Antonio Criminisi, Duncan Robertson, O Pauly, Ben Glocker, Ender Konukoglu, Jamie Shotton, Diana Mateus, G D Martinez Möller, Stephan Nekolla, N Navab
  
  January 2013
  
  DOI Publication Publication Publication Publication Publication
- Classification Forests for Semantic Segmentation of Brain Lesions in Multi-channel MRI
  
  Ezequiel Geremia, D. Zikic, Olivier Clatz, Bjoern H. Menze, Ben Glocker, Ender Konukoglu, Jamie Shotton, Owen M. Thomas, Stephen J. Price, Tilak Das, Raj Jena, Nicholas Ayache, Antonio Criminisi
  
  January 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Entanglement and Differentiable Information Gain Maximization
  
  Albert Montillo, J. Tu, Jamie Shotton, John Winn, J. E. Iglesias, D. N. Metaxas, Antonio Criminisi
  
  January 2013
  
  DOI Publication Publication Publication Publication
- Context-Sensitive Decision Forests for Object Detection
  
  Peter Kontschieder, Samuel Rota Bulo, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof
  
  (NeurIPS) | December 2012
  
  PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Joint classification-regression forests for spatially structured multi-object segmentation
  
  Ben Glocker, O Pauly, Ender Konukoglu, Antonio Criminisi
  
  2012 European Conference on Computer Vision | October 2012
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Brain tumor cell density estimation from multi-modal MR images based on a synthetic tumor growth model
  
  Ezequiel Geremia, Bjoern H. Menze, Marcel Prastawa, M. A. Weber, Antonio Criminisi, Nicholas Ayache
  
  October 2012
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Current-Based 4d shape analysis for the mechanical personalization of heart models
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans
  
  Ben Glocker, Johannes Feulner, Antonio Criminisi, David R. Haynor, Ender Konukoglu
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Context-sensitive Classification Forests for Segmentation of Brain Tumor Tissues
  
  Antonio Criminisi, Darko Zikic, Ben Glocker, Jamie Shotton
  
  MICCAI 2012 Challenge on Multimodal Brain Tumor Segmentation | October 2012
  
  Publication Project
- Decision forests for tissue-specific segmentation of high-grade gliomas in multi-channel MR.
  
  D. Zikic, Ben Glocker, Ender Konukoglu, Antonio Criminisi, Cagatay Demiralp, Jamie Shotton, Owen M. Thomas, Tilak Das, Raj Jena, Stephen J. Price
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication
- Immediate ROI Search for 3D Medical Images
  
  K. Simonyan, M. Modat, S. Ourselin, Antonio Criminisi, A. Zisserman
  
  October 2012
  
  Publication
- Neighbourhood approximation forests.
  
  Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Discriminative Segmentation-Based Evaluation Through Shape Dissimilarity
  
  Ender Konukoglu, Ben Glocker, Dong Hye Ye, Antonio Criminisi, K. M. Pohl
  
  IEEE Transactions on Medical Imaging | September 2012, Vol 31(12): pp. 2278-2289
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data
  
  Jan Margeta, Ezequiel Geremia, Antonio Criminisi, Nicholas Ayache
  
  September 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold, Learning and Semi-supervised Learning
  
  Antonio Criminisi, Jamie Shotton, Ender Konukoglu
  
  March 2012
  
  PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Comparative analysis of semantic localization accuracies between adult and pediatric DICOM CT images
  
  Duncan Robertson, Sayan D. Pathak, Antonio Criminisi, Steve White, David R. Haynor, Oliver Chen, Khan M. Siddiqui
  
  Proceedings of SPIE | February 2012, Vol 8319
  
  DOI PDF Publication Publication Publication Publication
- Linking DICOM pixel data with radiology reports using automatic semantic annotation
  
  Sayan D. Pathak, Woojin Kim, Indeera Munasinghe, Antonio Criminisi, Steve White, Khan Siddiqui
  
  Proceedings of SPIE | February 2012, Vol 8319: pp. 85-90
  
  DOI PDF Publication Publication Publication Publication
- Exploring the Potential for Touchless Interaction in Image Guided Interventional Radiology [Honorable Mention Award]
  
  K. O'Hara, A. Sellen, Antonio Criminisi
  
  ACM Conf Computer-Human Interaction (CHI) | December 2011
  
  Publication
- Efficient regression of general-activity human poses from depth images
  
  Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
  
  2011 International Conference on Computer Vision | November 2011
  
  DOI PDF Publication Publication Publication Publication Publication
- Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Ender Konukoglu, Jamie Shotton
  
  October 2011
  
  PDF Publication Publication
- A discriminative-generative model for detecting intravenous contrast in CT images
  
  Antonio Criminisi, Krishna Juluru, Sayan D. Pathak
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Fast multiple organ detection and localization in whole-body MR Dixon sequences
  
  O Pauly, Ben Glocker, Antonio Criminisi, Diana Mateus, Axel Martinez Möller, Stephan Nekolla, N Navab
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Immediate structured visual search for medical images
  
  K. Simonyan, A. Zisserman, Antonio Criminisi
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Geodesic Forests for Image Editing
  
  Toby Sharp, Antonio Criminisi, Patrick Perez
  
  August 2011
  
  Publication Publication
- Geodesic Image and Video Editing
  
  Antonio Criminisi, Toby Sharp, Carsten Rother, Patrick Perez
  
  2011 International Conference on Computer Graphics and Interactive Techniques | August 2011
  
  PDF Publication Publication
- Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images.
  
  Ezequiel Geremia, Olivier Clatz, Bjoern H. Menze, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  NeuroImage | July 2011, Vol 57(2): pp. 378-390
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Combining generative and discriminative models for semantic segmentation of CT scans via active learning
  
  J. E. Iglesias, Ender Konukoglu, Albert Montillo, Zhuowen Tu, Antonio Criminisi
  
  2011 Information Processing in Medical Imaging | July 2011
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Entangled decision forests and their application for semantic segmentation of CT images
  
  Albert Montillo, Jamie Shotton, John Winn, J. E. Iglesias, Dimitri Metaxas, Antonio Criminisi
  
  2011 Information Processing in Medical Imaging | July 2011
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Exploring the potential for touchless interaction in image-guided interventional radiology
  
  Rose Johnson, Kenton O'Hara, Abigail Sellen, Claire Cousins, Antonio Criminisi
  
  2011 Human Factors in Computing Systems | May 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Harvesting Image Databases from the Web
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2011, Vol 33(4): pp. 754-766
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Robust linear registration of CT images using random regression forests
  
  Ender Konukoglu, Antonio Criminisi, Sayan D. Pathak, Duncan Robertson, Steve White, David R. Haynor, Khan M. Siddiqui
  
  Proceedings of SPIE | March 2011, Vol 7962(31): pp. 608-615
  
  DOI PDF Publication Publication Publication Publication Publication
- Automatic Semantic Annotation and Validation of Anatomy in DICOM CT Images
  
  Sayan D. Pathak, Antonio Criminisi, S. White, Indeera Munasinghe, B. Sparks, Duncan Robertson, Khan M. Siddiqui
  
  Proceedings of SPIE | February 2011
  
  PDF Publication Publication
- Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers
  
  Pei Yin, Antonio Criminisi, John Winn, I A Essa
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2011, Vol 33(1): pp. 30-42
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Mobile Cloud-Computer-aided Diagnosis System for Colon Cancer Screening with Motion-based Virtual Colonoscopic Navigation
  
  H. Yoshida, Y. Wu, W. Cai, J. J. Nappi, M. Hirano, Antonio Criminisi
  
  January 2011
  
  Publication Publication
- Geodesic image and video editing
  
  Antonio Criminisi, Toby Sharp, Carsten Rother, Patrick Perez
  
  ACM Transactions on Graphics | November 2010, Vol 29(5): pp. 134
  
  DOI PDF Publication Publication Publication Publication Publication
- Regression forests for efficient anatomy detection and localization in CT studies
  
  Antonio Criminisi, Jamie Shotton, Duncan Robertson, Ender Konukoglu
  
  2010 Medical Image Computing and Computer-Assisted Intervention | September 2010
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Spatial decision forests for MS lesion segmentation in multi-channel MR images
  
  Ezequiel Geremia, Bjoern H. Menze, Olivier Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  2010 Medical Image Computing and Computer-Assisted Intervention | September 2010
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Real-time spatiotemporal stereo matching using the dual-cross-bilateral grid
  
  Christian Richardt, Douglas Orr, Ian Davies, Antonio Criminisi, Neil A. Dodgson
  
  2010 European Conference on Computer Vision | September 2010
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Geodesic star convexity for interactive image segmentation
  
  Varun Gulshan, Carsten Rother, Antonio Criminisi, Andrew Blake, A. Zisserman
  
  2010 Computer Vision and Pattern Recognition | June 2010
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Volume Rendering on Server GPUs for Enterprise-Scale Medical Applications
  
  Toby Sharp, Duncan Robertson, Antonio Criminisi
  
  June 2010
  
  PDF Publication Publication
- Anatomy-Driven Medical Image Search
  
  K. Simonyan, A. Zisserman, Antonio Criminisi
  
  January 2010
  
  Publication Publication
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans
  
  Antonio Criminisi, Albert Montillo, Jamie Shotton, Sayan D. Pathak, John Winn, Khan M. Siddiqui
  
  January 2010
  
  Publication Publication
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli, Khan M. Siddiqui
  
  December 2009
  
  PDF Publication Publication
- Epitomic Location Recognition
  
  Kai Ni, A. Kannan, Antonio Criminisi, John Winn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009, Vol 31(12): pp. 2158-2167
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Interactive Geodesic Segmentation of n-Dimensional Medical Images on the Graphics Processor
  
  Antonio Criminisi, Toby Sharp, Khan M. Siddiqui
  
  December 2009
  
  PDF Publication Publication
- Discriminative, Semantic Segmentation of Brain Tissue in MR Images
  
  Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake
  
  2009 Medical Image Computing and Computer-Assisted Intervention | October 2009
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- 3D-aware image editing for out of bounds photography
  
  Amit Shesh, Antonio Criminisi, Carsten Rother, Gavin Smyth
  
  2009 Graphics Interface | May 2009
  
  PDF PDF Publication Publication Publication
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes
  
  Antonio Criminisi, Jamie Shotton, S. Bucciarelli
  
  January 2009
  
  PDF Publication Publication
- TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context
  
  Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
  
  International Journal of Computer Vision | January 2009, Vol 81(1): pp. 2-23
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- GeoS: Geodesic Image Segmentation
  
  Antonio Criminisi, Toby Sharp, Andrew Blake
  
  2008 European Conference on Computer Vision | October 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Epitomic location recognition [Winner of Best Student Paper Runner Up Award]
  
  Kai Ni, A. Kannan, Antonio Criminisi, John Winn
  
  2008 Computer Vision and Pattern Recognition | June 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Geodesic image and video processing
  
  Antonio Criminisi, Toby Sharp
  
  May 2008
  
  Publication Publication
- Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  International Journal of Computer Vision | February 2008, Vol 76(2): pp. 107-107
  
  DOI Publication Publication Publication
- Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  International Journal of Computer Vision | February 2008, Vol 76(2): pp. 107-107
  
  DOI Publication Publication Publication
- Object Class Segmentation using Random Forests.
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2008 British Machine Vision Conference | January 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Harvesting Image Databases from the Web
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2007 International Conference on Computer Vision | December 2007
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Learning priors for calibrating families of stereo cameras
  
  Andrew Fitzgibbon, Duncan Robertson, Antonio Criminisi, Srikumar Ramalingam, Andrew Blake
  
  2007 International Conference on Computer Vision | December 2007
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Photo clip art
  
  Jean-François Lalonde, Derek Hoiem, Alexei A. Efros, Carsten Rother, John Winn, Antonio Criminisi
  
  2007 International Conference on Computer Graphics and Interactive Techniques | July 2007
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication
- Incorporating On-demand Stereo for Real Time Recognition
  
  T. Deselaers, Antonio Criminisi, John Winn, Ankur Agarwal
  
  2007 Computer Vision and Pattern Recognition | June 2007
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Tree-based Classifiers for Bilayer Video Segmentation
  
  Pei Yin, Antonio Criminisi, John Winn, M. Essa
  
  2007 Computer Vision and Pattern Recognition | June 2007
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- C-Slate: Exploring Remote Collaboration on Horizontal Multi-touch Surfaces
  
  Shahram Izadi, Ankur Agarwal, Antonio Criminisi, John Winn, Andrew Blake, Andrew Fitzgibbon
  
  January 2007
  
  Publication Publication
- Efficient Dense Stereo with Occlusion for New View-Synthesis by Four-State Dynamic Programming
  
  Antonio Criminisi, Jamie Shotton, Andrew Blake, Carsten Rother, Philip H.S. Torr
  
  January 2007
  
  PDF Publication Publication
- Single-Histogram class models for image segmentation
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2006 Indian Conference on Computer Vision, Graphics and Image Processing | December 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Bilayer Segmentation of Live Video
  
  Antonio Criminisi, Geoffrey Cross, Andrew Blake, Vladimir Kolmogorov
  
  2006 Computer Vision and Pattern Recognition | June 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Discriminative Object Class Models of Appearance and Shape by Correlatons
  
  S. Savarese, Antonio Criminisi, John Winn
  
  2006 Computer Vision and Pattern Recognition | June 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- TextonBoost : joint appearance, shape and context modeling for multi-class object recognition and segmentation
  
  Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
  
  2006 European Conference on Computer Vision | May 2006
  
  DOI PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Computer vision and painter’s visions in Italian and Netherlandish art of the fifteenth century
  
  Antonio Criminisi, Martin Kemp
  
  January 2006
  
  Publication Publication
- Object Class Recognition at a Glance
  
  John Winn, Antonio Criminisi
  
  2006 Computer Vision and Pattern Recognition | January 2006
  
  PDF PDF PDF Publication Publication
- Object categorization by learned universal visual dictionary
  
  John Winn, Antonio Criminisi, Tom Minka
  
  2005 International Conference on Computer Vision | October 2005
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Bi-layer segmentation of binocular stereo video [Winner of Best paper Honorable Mention Award]
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  2005 Computer Vision and Pattern Recognition | June 2005
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Digital Art History: A subject in transition
  
  Antonio Criminisi, Martin Kemp, A. Zisserman
  
  January 2005
  
  Publication Publication
- Extracting layers and analyzing their specular properties using epipolar-plane-image analysis
  
  Antonio Criminisi, Sing Bing Kang, Rahul Swaminathan, Richard Szeliski, P. Anandan
  
  Computer Vision and Image Understanding | January 2005, Vol 97(1): pp. 51-85
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Paolo Uccello’s “Rout of San Romano”: Order from Chaos
  
  Antonio Criminisi, Martin Kemp
  
  January 2005
  
  PDF PDF Publication Publication
- Dense stereo using pivoted dynamic programming
  
  Antonio Criminisi, Philip H.S. Torr
  
  Image and Vision Computing | September 2004, Vol 22(10): pp. 795-806
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Region filling and object removal by exemplar-based image inpainting
  
  Antonio Criminisi, Patrick Perez, Kentaro Toyama
  
  IEEE Transactions on Image Processing | September 2004, Vol 13(9): pp. 1200-1212
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Did the great masters use optical projections while painting? Perspective comparison of paintings and photographs of Renaissance chandeliers
  
  Antonio Criminisi, D.G. Stork
  
  2004 International Conference on Pattern Recognition | August 2004
  
  DOI PDF Publication Publication Publication
- The SPS algorithm: patching figural continuity and transparency by Split-Patch Search
  
  Antonio Criminisi, Andrew Blake
  
  2004 Computer Vision and Pattern Recognition | July 2004
  
  DOI PDF Publication Publication Publication Publication Publication
- Reflections of Reality in Jan van Eyck and Robert Campin
  
  Antonio Criminisi, Martin Kemp, Sing Bing Kang
  
  Historical methods: A journal of quantitative and interdisciplinary history | July 2004, Vol 37(3): pp. 109-122
  
  DOI Publication Publication Publication Publication
- High-quality Image-based Interactive Exploration of Real-World Environments
  
  Matthew Uyttendaele, Antonio Criminisi, Sing Bing Kang, Simon Winder, Richard Hartley, Richard Szeliski
  
  May 2004
  
  PDF PDF Publication Publication
- High-quality Image-based Interactive Exploration of Real-World Environments
  
  Matthew Uyttendaele, Antonio Criminisi, Sing Bing Kang, Simon Winder, Richard Hartley, Richard Szeliski
  
  IEEE Computer Graphics and Applications (CG&A) | May 2004
  
  PDF PDF Publication Publication
- Gaze Manipulation for One-to-one Teleconferencing
  
  Antonio Criminisi, Jamie Shotton, Andrew Blake, Philip H.S. Torr
  
  2003 International Conference on Computer Vision | October 2003
  
  PDF PDF PDF Publication Publication Publication Publication Publication
- Object removal by exemplar-based inpainting
  
  Antonio Criminisi, Patrick Perez, Kentaro Toyama
  
  2003 Computer Vision and Pattern Recognition | June 2003
  
  DOI PDF PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Estimating uncertainty in dense stereo disparity maps
  
  Andrew Blake, Philip H.S. Torr, Ingemar Cox, Antonio Criminisi
  
  March 2003
  
  PDF Publication Publication
- Reflections of Reality in Jan van Eyck and Robert Campin
  
  Antonio Criminisi, Martin Kemp, Sing Bing Kang
  
  January 2003
  
  PDF Publication
- Single-View Metrology: Algorithms and Applications (Invited Paper)
  
  Antonio Criminisi
  
  (DAGM) | September 2002
  
  DOI Publication Publication Publication
- On the Motion and Appearance of Specularities in Image Sequences
  
  Rahul Swaminathan, Shree B. Kang, Richard Szeliski, Antonio Criminisi, S.K. Nayar
  
  2002 European Conference on Computer Vision | May 2002
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Bringing Pictorial Space to Life: computer techniques for the analysis of paintings
  
  Antonio Criminisi, Martin Kemp, A. Zisserman
  
  January 2002
  
  PDF Publication Publication
- Dense Stereo Using Pivoted Dynamic Programming
  
  Philip H.S. Torr, Antonio Criminisi
  
  2002 British Machine Vision Conference | January 2002
  
  Publication
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images
  
  Antonio Criminisi
  
  September 2001
  
  PDF Publication Publication Publication Publication Publication
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images [Winner of The British Computer Society Distinguished Dissertation Award 2000]
  
  Antonio Criminisi
  
  Published by Springer-Verlag | September 2001
  
  Publication Publication
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images
  
  Antonio Criminisi
  
  Published by University of Oxford | December 2000
  
  PhD (DPhil) thesis
  
  PDF Publication Publication Publication Publication Publication
- Single View Metrology
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  International Journal of Computer Vision | November 2000, Vol 40(2): pp. 123-148
  
  DOI Publication Publication Publication Publication Publication
- Shape from texture: homogeneity revisited
  
  Antonio Criminisi, A. Zisserman
  
  2000 British Machine Vision Conference | September 2000
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Creating Architectural Models from Images
  
  David Liebowitz, Antonio Criminisi, A. Zisserman
  
  1999 Eurographics | September 1999
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Single view metrology
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  1999 International Conference on Computer Vision | September 1999
  
  DOI PDF PDF PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- A plane measuring device
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  Image and Vision Computing | June 1999, Vol 17(8): pp. 625-634
  
  DOI PDF Publication Publication Publication Publication Publication
- Duality, Rigidity and Planar Parallax
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  1998 European Conference on Computer Vision | June 1998
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- A new approach to obtain height measurements from video
  
  Antonio Criminisi, A. Zisserman, Luc J. Van Gool, Simon K. Bramble, David Compton
  
  SPIE | January 1998
  
  DOI PDF Publication Publication Publication Publication
- Modelling and using Uncertainties in Video Metrology
  
  Antonio Criminisi
  
  July 1997
  
  PDF Publication Publication
- An Integrated Neural and Algorithmic System for Optical Flow Computation
  
  Antonio Criminisi, G. A. M. Gioiello, D. Molinelli, F. Sorbello
  
  1996 Italian Workshop on Neural Nets | May 1996
  
  DOI Publication Publication Publication Publication

- Accurate Visual Metrology from Single and Multiple Uncalibrated Images
  
  Antonio Criminisi
  
  September 2001
  
  PDF Publication Publication Publication Publication Publication
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images [Winner of The British Computer Society Distinguished Dissertation Award 2000]
  
  Antonio Criminisi
  
  Published by Springer-Verlag | September 2001
  
  Publication Publication
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images
  
  Antonio Criminisi
  
  Published by University of Oxford | December 2000
  
  PhD (DPhil) thesis
  
  PDF Publication Publication Publication Publication Publication
- Single View Metrology
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  International Journal of Computer Vision | November 2000, Vol 40(2): pp. 123-148
  
  DOI Publication Publication Publication Publication Publication
- Shape from texture: homogeneity revisited
  
  Antonio Criminisi, A. Zisserman
  
  2000 British Machine Vision Conference | September 2000
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Creating Architectural Models from Images
  
  David Liebowitz, Antonio Criminisi, A. Zisserman
  
  1999 Eurographics | September 1999
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Single view metrology
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  1999 International Conference on Computer Vision | September 1999
  
  DOI PDF PDF PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- A plane measuring device
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  Image and Vision Computing | June 1999, Vol 17(8): pp. 625-634
  
  DOI PDF Publication Publication Publication Publication Publication
- Duality, Rigidity and Planar Parallax
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  1998 European Conference on Computer Vision | June 1998
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- A new approach to obtain height measurements from video
  
  Antonio Criminisi, A. Zisserman, Luc J. Van Gool, Simon K. Bramble, David Compton
  
  SPIE | January 1998
  
  DOI PDF Publication Publication Publication Publication
- Modelling and using Uncertainties in Video Metrology
  
  Antonio Criminisi
  
  July 1997
  
  PDF Publication Publication
- An Integrated Neural and Algorithmic System for Optical Flow Computation
  
  Antonio Criminisi, G. A. M. Gioiello, D. Molinelli, F. Sorbello
  
  1996 Italian Workshop on Neural Nets | May 1996
  
  DOI Publication Publication Publication Publication
- VoluMe – Authentic 3D Video Calls from Live Gaussian Splat Prediction
  
  Marti de La Gorce, Charlie Hewitt, Tibor Takacs, Robert Gerdisch, Zafiirah Hosenie, Givi Meishvili, Marek Kowalski (HE/HIM), Tom Cashman, Antonio Criminisi
  
  2025 International Conference on Computer Vision | October 2025
  
  Publication Preprint Video
- DAViD: Data-efficient and Accurate Vision Models from Synthetic Data
  
  Fatemeh Saleh, Sadegh Aliakbarian, Charlie Hewitt, Lohit Petikam, Xiao-Xian, Antonio Criminisi, Tom Cashman, Tadas Baltrusaitis
  
  2025 International Conference on Computer Vision | October 2025
  
  Publication Preprint Video
- Hairmony: Fairness-aware hairstyle classification
  
  Givi Meishvili, James Clemoes, Charlie Hewitt, Zafiirah Hosenie, Xiao-Xian, Martin de La Gorce, Tibor Takacs, Tadas Baltrusaitis, Antonio Criminisi, Chyna McRae, Nina Jablonski, Marta Wilczkowiak (SHE/HER)
  
  SIGGRAPH Asia | December 2024
  
  Publication DOI Video
- Development and validation of an accurate smartphone application for measuring waist-to-hip circumference ratio
  
  Siddharth Choudhary, Ganesh Iyer, Brandon M. Smith, Jinjin Li, Mark Sippel, Antonio Criminisi, Steven B. Heymsfield
  
  NPJ Digital Medicine (Nature Portfolio) | September 2023, Vol 6(168)
  
  PDF
- Deep Learning with Mixed Supervision for Brain Tumor Segmentation
  
  Pawel Mlynarski, Herve' Delingette, Antonio Criminisi, Nicholas Ayache
  
  December 2018
  
  Publication Project
- Deep Decision Forests of Radiomic Features for Automatic Contouring of Pelvic Anatomy for Prostate Radiotherapy
  
  M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Antonio Criminisi, M. J. Nyflot
  
  November 2018
  
  Publication
- Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features
  
  M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Aditya Nori, David Carter, Loic Le Folgoc, Antonio Criminisi, M. J. Nyflot
  
  Physics in Medicine and Biology | November 2018, Vol 63(23): pp. 235002-235002
  
  DOI PDF Publication
- Adaptive Neural Trees
  
  Ryutaro Tanno, Kai Arulkumaran, Daniel C. Alexander, Antonio Criminisi, Aditya Nori
  
  2018 International Conference on Machine Learning | July 2018
  
  PDF PDF Publication Publication Publication Publication Publication Publication
- Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
  
  Ryutaro Tanno, Daniel E. Worrall, Aurobrata Ghosh, Enrico Kaden, Stamatios N. Sotiropoulos, Antonio Criminisi, Daniel C. Alexander
  
  Intl Conf. Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2017
  
  DOI PDF Publication Publication
- Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups
  
  Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi
  
  2017 Computer Vision and Pattern Recognition | June 2017
  
  Publication DOI PDF
- Image Quality Transfer and Applications in Diffusion MRI
  
  Daniel C. Alexander, Darko Zikic, Aurobrata Gosh, Ryutaro Tanno, Viktor Wottschel, Jiaying Zhang, Enrico Kaden, Tim B. Dirby, Stamatios N. Sotiropoulos, Hui Zhang, Antonio Criminisi
  
  Neuroimage | March 2017
  
  Publication Project
- Deep Roots: Improving CNN Efficiency by Learning a Basis for Filter Dependencies
  
  Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi
  
  Computer Vision and Pattern Recognition (CVPR) 2017 | February 2017
  
  Publication
- Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements.
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  Medical Image Analysis | January 2017, Vol 36: pp. 79-97
  
  PDF DOI Project
- Quantifying Registration Uncertainty with Sparse Bayesian Modeling
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  IEEE Transactions on Medical Imaging | December 2016
  
  Publication Project
- Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information
  
  Y. Lewenberg, I. Bachrach, S. Shankar, Antonio Criminisi
  
  AAAI | June 2016
  
  Publication
- Refining Architectures of Deep Convolutional Neural Networks
  
  Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla
  
  Inlt Conf on Computer Vision and Pattern Recognition (CVPR) | June 2016
  
  Publication
- Measuring Neural Net Robustness with Constraints
  
  Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi
  
  Neural Information Processing Systems (NIPS) | May 2016
  
  Publication
- Generalisability of Image Quality Transfer: Can we approximate in-vivo human brains from dead monkey brains?
  
  Aurobrata Ghosh, V. Wottschel, Enrico Kaden, H. Zhang, Stamatios N. Sotiropoulos, D. Zikic, T. B. Dyrby, Antonio Criminisi, Daniel C. Alexander
  
  April 2016
  
  Publication Project Project
- Training Convolutional Neural Networks with Low-rank Filters for Efficient Image Classification
  
  Yani Ioannou, Duncan Robertson, Jamie Shotton, Roberto Cipolla, Antonio Criminisi
  
  Int Conf. on Learning Representations (ICLR) | April 2016
  
  Publication
- Accuracy of Depth-Sensing Recordings in Classifying Expanded Disability Status Scale Subscores of Motor Dysfunction in Patients with Multiple Sclerosis (I8.004)
  
  Marcus DSouza, Jessica Burggraaff, Saskia Steinheimer, Peter Kontschieder, Cecily Morrison, Jonas Dorn, Samuel Rota Bulò, Tewarie P, Kristina Miciunaite, Abigail Sellen, Dahlke F, Antonio Criminisi, Kamm C, Bernard Uitdehaag, Ludwig Kappos
  
  Neurology | April 2016, Vol 86(16)
  
  Publication Publication Publication
- Decision Forests, Convolutional Networks and the Models in-Between
  
  Yani Ioannou, Duncan Robertson, D. Zikic, Peter Kontschieder, Jamie Shotton, Matthew Brown, Antonio Criminisi
  
  March 2016
  
  DOI Publication Project Project
- Assessing Multiple Sclerosis with Kinect: Designing Computer Vision Systems for Real-World Use
  
  Cecily Morrison, Kit Huckvale, Bob Corish, Jonas Dorn, Peter Kontschieder, Kenton O'Hara, ASSESS MS Team, Antonio Criminisi, Abigail Sellen
  
  Human-Computer Interaction | January 2016
  
  Publication Publication Project Project
- Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound
  
  Simon Blessenohl, Cecily Morrison, Antonio Criminisi, Jamie Shotton
  
  ICCV-ACVR workshop | December 2015
  
  DOI PDF PDF Publication Project
- Deep Neural Decision Forests [Winner of the David Marr Prize 2015]
  
  Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulo
  
  2015 International Conference on Computer Vision | December 2015
  
  Publication
- SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips
  
  Julien Valentin, Vibhav Vineet, Ming-Ming Cheng, David Kim, Jamie Shotton, Pushmeet Kohli, Matthias Nießner, Antonio Criminisi, Shahram Izadi, Philip Torr
  
  ACM Transactions on Graphics (TOG) | November 2015, Vol 34
  
  Publication Publication Video Project
- Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation
  
  Herve Lombaert, Antonio Criminisi, Nicholas Ayache
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2015
  
  DOI PDF Publication Project Project
- Prediction of expanded disability status scale subscores of motor dysfunction in multiple sclerosis using depth-sensing computer vision
  
  M. D'Souza, J. Burggraaff, P. Kontschieder, J. Dorn, C.P. Kamm, S. Seinheimer, P. Tewarie, C. Morrison, Abigail Sellen, Antonio Criminisi, F. Dahlke, B Uitdehaag, L. Kappos
  
  Multiple Sclerosis Journal | October 2015, Vol 21: pp. 409-409
  
  Publication Project
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
  
  Bjoern H. Menze, Andras Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth Gerstner, Marc-Andre Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Hervé Delingette, Cagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, Jose Antonio Mariz, Raphael Meier, Sergio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael Ryan, Duygu Sarikaya, Lawrence Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gabor Szekely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gozde Unal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, D. Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
  
  IEEE Transactions on Medical Imaging | September 2015, Vol 34(10): pp. 1993-2024
  
  DOI PDF PDF Project
- Finetuned convolutional neural nets for cardiac MRI acquisition plane recognition
  
  J. Margeta, Antonio Criminisi, R. Cabrera Lozoya, D. C. Lee, N. Ayache
  
  Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization | June 2015
  
  Publication Publication Project
- Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding
  
  Ben Glocker, Jamie Shotton, Antonio Criminisi, Shahram Izadi
  
  IEEE Transactions on Visualization and Computer Graphics | May 2015, Vol 21(5): pp. 571-583
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding
  
  Ben Glocker, Jamie Shotton, Antonio Criminisi, Shahram Izadi
  
  IEEE Transactions on Visualization and Computer Graphics | May 2015, Vol 21(5): pp. 571-583
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Touchless interaction in surgical settings
  
  Tom Carrell, Helena Mentis, Graeme Penney, Antonio Criminisi, Kenton O'Hara, Abigail Sellen, Mark Rouncefield, Neville Dastur, Varnavas, Bob Corish
  
  Communications of the ACM | December 2014
  
  Publication Video Project Project
- Decision Forests for Segmentation of Left Atrium From 3D MRI
  
  J. Margeta, K. McLeod, Antonio Criminisi, N. Ayache
  
  MICCAI Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) | October 2014
  
  Publication Project Project
- Segmentation of Brain Tumor Tissues with Convolutional Neural Networks
  
  Darko Zikic, Yani Ioannou, Antonio Criminisi, Matthew Brown
  
  MICCAI workshop on Multimodal Brain Tumor Segmentation Challenge (BRATS) | October 2014
  
  Publication
- Classifier-Based Multi-atlas Label Propagation with Test-Specific Atlas Weighting for Correspondence-Free Scenarios
  
  Darko Zikic, Ben Glocker, Antonio Criminisi
  
  MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bigMCV) | September 2014
  
  PDF DOI Publication Project
- Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos
  
  Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Bob Corish, Darko Zikic, Abigail Sellen, Marcus DSouza, Christian P. Kamm, Jessica Burggraaff, Prejaas Tewarie, Thomas Vogel, Michael Azzarito, Ben Glocker, Peter Chin, Frank Dahlke, Chris Polman, Ludwig Kappos, Bernard Uitdehaag, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | September 2014
  
  Publication Project Project
- Video-based paired-comparison ranking: A validation tool for fine grained measures of motor dysfunction in multiple sclerosis
  
  Burggraaf J, D Souza M, Dorn J, Kamm C, Tewarie P, Kontschieder P, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Kappos L, Uitdehaag B
  
  European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS) | September 2014
  
  Publication Project Project
- Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis – a proof-of-concept study
  
  Burggraaf J, Kamm C, Tewarie P, Peter Kontschieder, Dorn J, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Uitdehaag B, Kappos L
  
  August 2014
  
  Publication Project Project
- Learning to be a Depth Camera for Close-Range Human Capture and Interaction [Best Demo Honorable Mention Award]
  
  Sean Fanello, Cem Keskin, Shahram Izadi, Pushmeet Kohli, David Kim, David Sweeney, Antonio Criminisi, Jamie Shotton, Sing Bing Kang, Tim Paek
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2014 | July 2014, Vol 33
  
  Publication Publication Publication Video Project
- Encoding Atlases by Randomized Classification Forests for Efficient Multi-Atlas Label Propagation
  
  Darko Zikic, B. Glocker, Antonio Criminisi
  
  Medical Image Analysis | June 2014
  
  Publication Project
- Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery
  
  Kenton O'Hara, Gerardo Gonzalez, Graeme Penney, Abigail Sellen, Bob Corish, Helena Mentis, Andreas Varnavas, Antonio Criminisi, Mark Rouncefield, Neville Dastur, Tom Carrell
  
  Journal of Computer Supported Cooperative Work | June 2014, Vol 23(3): pp. 299-337
  
  Publication Project
- Assessment of Disability in Multiple Sclerosis Using the Kinect-Camera System: A Proof-of-Concept Study
  
  Marcus D Souza, Christian Kamm, Jessica Burggraaff, Prejass Tewarie, Ben Glocker, Jonas Dorn, Thomas Vogel, Cecily Morrison, Abigail Sellen, Matthias Machacek, Peter Chin, Bernard Uitdehaag, Antonio Criminisi, Frank Dahlke, Chris Polman, Ludwig Kappos
  
  American Academy of Neurology Annual Meeting (AAN) | April 2014
  
  Publication Project Project Project
- Laplacian Forests: Semantic Image Segmentation by Guided Bagging
  
  H. Lombaert, D. Zikic, Antonio Criminisi, N. Ayache, Darko Zikic
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Sparse Bayesian Registration
  
  L. Le Folgoc, H. Delingette, Antonio Criminisi, N. Ayache
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Image Quality Transfer via Random Forest Regression: Applications in Diffusion MRI
  
  D. Alexander, Darko Zikic, H. Zhang, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Recognizing Cardiac Magnetic Resonance Acquisition Planes
  
  J. Margeta, Antonio Criminisi, D. C. Lee, N. Ayache
  
  MIUA 2014 - Medical Image Understanding and Analysis | January 2014
  
  Publication Project Project
- Real-time RGB-D camera relocalization
  
  Ben Glocker, Shahram Izadi, Jamie Shotton, Antonio Criminisi
  
  2013 International Symposium on Mixed and Augmented Reality | December 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Decision Jungles: Compact and Rich Models for Classification
  
  Jamie Shotton, Toby Sharp, Pushmeet Kohli, Sebastian Nowozin, John Winn, Antonio Criminisi
  
  2013 Neural Information Processing Systems | December 2013
  
  PDF PDF PDF Publication Publication Publication Publication Publication
- Efficient Human Pose Estimation from Single Depth Images
  
  Jamie Shotton, Ross Girshick, Andrew Fitzgibbon, Toby Sharp, Mat Cook, Mark Finocchio, Richard Moore, Pushmeet Kohli, Antonio Criminisi, Alex Kipman, Andrew Blake
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2013, Vol 35(12): pp. 2821-2840
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Whole-body anatomy localization via classification and regression forests.
  
  Bjoern H. Menze, Georg Langs, Zhuowen Tu, Antonio Criminisi
  
  Medical Image Analysis | December 2013, Vol 17(8): pp. 1282
  
  DOI Publication Publication Publication Publication
- Regression forests for efficient anatomy detection and localization in computed tomography scans
  
  Antonio Criminisi, Duncan Robertson, Ender Konukoglu, Jamie Shotton, Sayan D. Pathak, Steve White, Khan M. Siddiqui
  
  Medical Image Analysis | December 2013, Vol 17(8): pp. 1293-1303
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Neighbourhood approximation using randomized forests [Best Paper Award]
  
  Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi
  
  Medical Image Analysis | October 2013, Vol 17(7): pp. 790-804
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Vertebrae localization in pathological spine CT via dense classification from sparse annotations.
  
  Ben Glocker, D. Zikic, Ender Konukoglu, David R. Haynor, Antonio Criminisi
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Modality propagation: coherent synthesis of subject-specific scans with data-driven regularization.
  
  Dong Hye Ye, D. Zikic, Ben Glocker, Antonio Criminisi, Ender Konukoglu
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Atlas encoding by randomized forests for efficient label propagation [Young Scientist Award].
  
  D. Zikic, Ben Glocker, Antonio Criminisi
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- WESD–Weighted Spectral Distance for Measuring Shape Dissimilarity
  
  Ender Konukoglu, Ben Glocker, Antonio Criminisi, K. M. Pohl
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | September 2013, Vol 35(9): pp. 2284-2297
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Multi-Atlas Label Propagation with Atlas Encoding by Randomized Forests [Special Left Field Award]
  
  D. Zikic, Ben Glocker, Antonio Criminisi
  
  September 2013
  
  PDF Publication Publication
- Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
  
  Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew Fitzgibbon
  
  2013 Computer Vision and Pattern Recognition | June 2013
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- GeoF: Geodesic Forests for Learning Coupled Predictors
  
  Peter Kontschieder, Pushmeet Kohli, Jamie Shotton, Antonio Criminisi
  
  2013 Computer Vision and Pattern Recognition | June 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Image Segmentation Using Hardware Forest Classifiers
  
  Neil Pittman, Alessandro Forin, Antonio Criminisi, Jamie Shotton, Atabak Mahram
  
  2013 Field-Programmable Custom Computing Machines | April 2013
  
  DOI PDF Publication Publication Publication Publication Publication
- Medical Computer Vision: Recognition techniques and applications in medical imaging
  
  Bjoern Menze, Georg Langs, Le Lu, Albert Montillo, Zhuowen Tu, Antonio Criminisi
  
  Proceedings of the MICCAI 2012 Workshop on Medical Computer Vision (MCV 2012) | February 2013
  
  DOI Publication
- Decision Forests for Computer Vision and Medical Image Analysis
  
  Antonio Criminisi, Jamie Shotton
  
  Published by Springer Publishing Company, Incorporated | January 2013
  
  DOI Publication Publication Publication Publication
- Entanglement and Differentiable Information Gain Maximization
  
  Albert Montillo, J. Tu, Jamie Shotton, John Winn, J. E. Iglesias, D. N. Metaxas, Antonio Criminisi
  
  January 2013
  
  DOI Publication Publication Publication Publication
- Classification Forests for Semantic Segmentation of Brain Lesions in Multi-channel MRI
  
  Ezequiel Geremia, D. Zikic, Olivier Clatz, Bjoern H. Menze, Ben Glocker, Ender Konukoglu, Jamie Shotton, Owen M. Thomas, Stephen J. Price, Tilak Das, Raj Jena, Nicholas Ayache, Antonio Criminisi
  
  January 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Anatomy Detection and Localization in 3D Medical Images
  
  Antonio Criminisi, Duncan Robertson, O Pauly, Ben Glocker, Ender Konukoglu, Jamie Shotton, Diana Mateus, G D Martinez Möller, Stephan Nekolla, N Navab
  
  January 2013
  
  DOI Publication Publication Publication Publication Publication
- Context-Sensitive Decision Forests for Object Detection
  
  Peter Kontschieder, Samuel Rota Bulo, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof
  
  (NeurIPS) | December 2012
  
  PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Joint classification-regression forests for spatially structured multi-object segmentation
  
  Ben Glocker, O Pauly, Ender Konukoglu, Antonio Criminisi
  
  2012 European Conference on Computer Vision | October 2012
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Current-Based 4d shape analysis for the mechanical personalization of heart models
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Brain tumor cell density estimation from multi-modal MR images based on a synthetic tumor growth model
  
  Ezequiel Geremia, Bjoern H. Menze, Marcel Prastawa, M. A. Weber, Antonio Criminisi, Nicholas Ayache
  
  October 2012
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Immediate ROI Search for 3D Medical Images
  
  K. Simonyan, M. Modat, S. Ourselin, Antonio Criminisi, A. Zisserman
  
  October 2012
  
  Publication
- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans
  
  Ben Glocker, Johannes Feulner, Antonio Criminisi, David R. Haynor, Ender Konukoglu
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Neighbourhood approximation forests.
  
  Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Decision forests for tissue-specific segmentation of high-grade gliomas in multi-channel MR.
  
  D. Zikic, Ben Glocker, Ender Konukoglu, Antonio Criminisi, Cagatay Demiralp, Jamie Shotton, Owen M. Thomas, Tilak Das, Raj Jena, Stephen J. Price
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication
- Context-sensitive Classification Forests for Segmentation of Brain Tumor Tissues
  
  Antonio Criminisi, Darko Zikic, Ben Glocker, Jamie Shotton
  
  MICCAI 2012 Challenge on Multimodal Brain Tumor Segmentation | October 2012
  
  Publication Project
- Discriminative Segmentation-Based Evaluation Through Shape Dissimilarity
  
  Ender Konukoglu, Ben Glocker, Dong Hye Ye, Antonio Criminisi, K. M. Pohl
  
  IEEE Transactions on Medical Imaging | September 2012, Vol 31(12): pp. 2278-2289
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data
  
  Jan Margeta, Ezequiel Geremia, Antonio Criminisi, Nicholas Ayache
  
  September 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold, Learning and Semi-supervised Learning
  
  Antonio Criminisi, Jamie Shotton, Ender Konukoglu
  
  March 2012
  
  PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Linking DICOM pixel data with radiology reports using automatic semantic annotation
  
  Sayan D. Pathak, Woojin Kim, Indeera Munasinghe, Antonio Criminisi, Steve White, Khan Siddiqui
  
  Proceedings of SPIE | February 2012, Vol 8319: pp. 85-90
  
  DOI PDF Publication Publication Publication Publication
- Comparative analysis of semantic localization accuracies between adult and pediatric DICOM CT images
  
  Duncan Robertson, Sayan D. Pathak, Antonio Criminisi, Steve White, David R. Haynor, Oliver Chen, Khan M. Siddiqui
  
  Proceedings of SPIE | February 2012, Vol 8319
  
  DOI PDF Publication Publication Publication Publication
- Exploring the Potential for Touchless Interaction in Image Guided Interventional Radiology [Honorable Mention Award]
  
  K. O'Hara, A. Sellen, Antonio Criminisi
  
  ACM Conf Computer-Human Interaction (CHI) | December 2011
  
  Publication
- Efficient regression of general-activity human poses from depth images
  
  Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
  
  2011 International Conference on Computer Vision | November 2011
  
  DOI PDF Publication Publication Publication Publication Publication
- Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Ender Konukoglu, Jamie Shotton
  
  October 2011
  
  PDF Publication Publication
- Immediate structured visual search for medical images
  
  K. Simonyan, A. Zisserman, Antonio Criminisi
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Fast multiple organ detection and localization in whole-body MR Dixon sequences
  
  O Pauly, Ben Glocker, Antonio Criminisi, Diana Mateus, Axel Martinez Möller, Stephan Nekolla, N Navab
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- A discriminative-generative model for detecting intravenous contrast in CT images
  
  Antonio Criminisi, Krishna Juluru, Sayan D. Pathak
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Geodesic Forests for Image Editing
  
  Toby Sharp, Antonio Criminisi, Patrick Perez
  
  August 2011
  
  Publication Publication
- Geodesic Image and Video Editing
  
  Antonio Criminisi, Toby Sharp, Carsten Rother, Patrick Perez
  
  2011 International Conference on Computer Graphics and Interactive Techniques | August 2011
  
  PDF Publication Publication
- Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images.
  
  Ezequiel Geremia, Olivier Clatz, Bjoern H. Menze, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  NeuroImage | July 2011, Vol 57(2): pp. 378-390
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Entangled decision forests and their application for semantic segmentation of CT images
  
  Albert Montillo, Jamie Shotton, John Winn, J. E. Iglesias, Dimitri Metaxas, Antonio Criminisi
  
  2011 Information Processing in Medical Imaging | July 2011
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Combining generative and discriminative models for semantic segmentation of CT scans via active learning
  
  J. E. Iglesias, Ender Konukoglu, Albert Montillo, Zhuowen Tu, Antonio Criminisi
  
  2011 Information Processing in Medical Imaging | July 2011
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Exploring the potential for touchless interaction in image-guided interventional radiology
  
  Rose Johnson, Kenton O'Hara, Abigail Sellen, Claire Cousins, Antonio Criminisi
  
  2011 Human Factors in Computing Systems | May 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Harvesting Image Databases from the Web
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2011, Vol 33(4): pp. 754-766
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Robust linear registration of CT images using random regression forests
  
  Ender Konukoglu, Antonio Criminisi, Sayan D. Pathak, Duncan Robertson, Steve White, David R. Haynor, Khan M. Siddiqui
  
  Proceedings of SPIE | March 2011, Vol 7962(31): pp. 608-615
  
  DOI PDF Publication Publication Publication Publication Publication
- Automatic Semantic Annotation and Validation of Anatomy in DICOM CT Images
  
  Sayan D. Pathak, Antonio Criminisi, S. White, Indeera Munasinghe, B. Sparks, Duncan Robertson, Khan M. Siddiqui
  
  Proceedings of SPIE | February 2011
  
  PDF Publication Publication
- Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers
  
  Pei Yin, Antonio Criminisi, John Winn, I A Essa
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2011, Vol 33(1): pp. 30-42
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Mobile Cloud-Computer-aided Diagnosis System for Colon Cancer Screening with Motion-based Virtual Colonoscopic Navigation
  
  H. Yoshida, Y. Wu, W. Cai, J. J. Nappi, M. Hirano, Antonio Criminisi
  
  January 2011
  
  Publication Publication
- Geodesic image and video editing
  
  Antonio Criminisi, Toby Sharp, Carsten Rother, Patrick Perez
  
  ACM Transactions on Graphics | November 2010, Vol 29(5): pp. 134
  
  DOI PDF Publication Publication Publication Publication Publication
- Spatial decision forests for MS lesion segmentation in multi-channel MR images
  
  Ezequiel Geremia, Bjoern H. Menze, Olivier Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  2010 Medical Image Computing and Computer-Assisted Intervention | September 2010
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Regression forests for efficient anatomy detection and localization in CT studies
  
  Antonio Criminisi, Jamie Shotton, Duncan Robertson, Ender Konukoglu
  
  2010 Medical Image Computing and Computer-Assisted Intervention | September 2010
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Real-time spatiotemporal stereo matching using the dual-cross-bilateral grid
  
  Christian Richardt, Douglas Orr, Ian Davies, Antonio Criminisi, Neil A. Dodgson
  
  2010 European Conference on Computer Vision | September 2010
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Geodesic star convexity for interactive image segmentation
  
  Varun Gulshan, Carsten Rother, Antonio Criminisi, Andrew Blake, A. Zisserman
  
  2010 Computer Vision and Pattern Recognition | June 2010
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Volume Rendering on Server GPUs for Enterprise-Scale Medical Applications
  
  Toby Sharp, Duncan Robertson, Antonio Criminisi
  
  June 2010
  
  PDF Publication Publication
- Anatomy-Driven Medical Image Search
  
  K. Simonyan, A. Zisserman, Antonio Criminisi
  
  January 2010
  
  Publication Publication
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans
  
  Antonio Criminisi, Albert Montillo, Jamie Shotton, Sayan D. Pathak, John Winn, Khan M. Siddiqui
  
  January 2010
  
  Publication Publication
- Epitomic Location Recognition
  
  Kai Ni, A. Kannan, Antonio Criminisi, John Winn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009, Vol 31(12): pp. 2158-2167
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Interactive Geodesic Segmentation of n-Dimensional Medical Images on the Graphics Processor
  
  Antonio Criminisi, Toby Sharp, Khan M. Siddiqui
  
  December 2009
  
  PDF Publication Publication
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli, Khan M. Siddiqui
  
  December 2009
  
  PDF Publication Publication
- Discriminative, Semantic Segmentation of Brain Tissue in MR Images
  
  Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake
  
  2009 Medical Image Computing and Computer-Assisted Intervention | October 2009
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- 3D-aware image editing for out of bounds photography
  
  Amit Shesh, Antonio Criminisi, Carsten Rother, Gavin Smyth
  
  2009 Graphics Interface | May 2009
  
  PDF PDF Publication Publication Publication
- TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context
  
  Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
  
  International Journal of Computer Vision | January 2009, Vol 81(1): pp. 2-23
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes
  
  Antonio Criminisi, Jamie Shotton, S. Bucciarelli
  
  January 2009
  
  PDF Publication Publication
- GeoS: Geodesic Image Segmentation
  
  Antonio Criminisi, Toby Sharp, Andrew Blake
  
  2008 European Conference on Computer Vision | October 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Epitomic location recognition [Winner of Best Student Paper Runner Up Award]
  
  Kai Ni, A. Kannan, Antonio Criminisi, John Winn
  
  2008 Computer Vision and Pattern Recognition | June 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Geodesic image and video processing
  
  Antonio Criminisi, Toby Sharp
  
  May 2008
  
  Publication Publication
- Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  International Journal of Computer Vision | February 2008, Vol 76(2): pp. 107-107
  
  DOI Publication Publication Publication
- Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  International Journal of Computer Vision | February 2008, Vol 76(2): pp. 107-107
  
  DOI Publication Publication Publication
- Object Class Segmentation using Random Forests.
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2008 British Machine Vision Conference | January 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Harvesting Image Databases from the Web
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2007 International Conference on Computer Vision | December 2007
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Learning priors for calibrating families of stereo cameras
  
  Andrew Fitzgibbon, Duncan Robertson, Antonio Criminisi, Srikumar Ramalingam, Andrew Blake
  
  2007 International Conference on Computer Vision | December 2007
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Photo clip art
  
  Jean-François Lalonde, Derek Hoiem, Alexei A. Efros, Carsten Rother, John Winn, Antonio Criminisi
  
  2007 International Conference on Computer Graphics and Interactive Techniques | July 2007
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication
- Tree-based Classifiers for Bilayer Video Segmentation
  
  Pei Yin, Antonio Criminisi, John Winn, M. Essa
  
  2007 Computer Vision and Pattern Recognition | June 2007
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Incorporating On-demand Stereo for Real Time Recognition
  
  T. Deselaers, Antonio Criminisi, John Winn, Ankur Agarwal
  
  2007 Computer Vision and Pattern Recognition | June 2007
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication
- C-Slate: Exploring Remote Collaboration on Horizontal Multi-touch Surfaces
  
  Shahram Izadi, Ankur Agarwal, Antonio Criminisi, John Winn, Andrew Blake, Andrew Fitzgibbon
  
  January 2007
  
  Publication Publication
- Efficient Dense Stereo with Occlusion for New View-Synthesis by Four-State Dynamic Programming
  
  Antonio Criminisi, Jamie Shotton, Andrew Blake, Carsten Rother, Philip H.S. Torr
  
  January 2007
  
  PDF Publication Publication
- Single-Histogram class models for image segmentation
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2006 Indian Conference on Computer Vision, Graphics and Image Processing | December 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Discriminative Object Class Models of Appearance and Shape by Correlatons
  
  S. Savarese, Antonio Criminisi, John Winn
  
  2006 Computer Vision and Pattern Recognition | June 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Bilayer Segmentation of Live Video
  
  Antonio Criminisi, Geoffrey Cross, Andrew Blake, Vladimir Kolmogorov
  
  2006 Computer Vision and Pattern Recognition | June 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- TextonBoost : joint appearance, shape and context modeling for multi-class object recognition and segmentation
  
  Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
  
  2006 European Conference on Computer Vision | May 2006
  
  DOI PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Object Class Recognition at a Glance
  
  John Winn, Antonio Criminisi
  
  2006 Computer Vision and Pattern Recognition | January 2006
  
  PDF PDF PDF Publication Publication
- Computer vision and painter’s visions in Italian and Netherlandish art of the fifteenth century
  
  Antonio Criminisi, Martin Kemp
  
  January 2006
  
  Publication Publication
- Object categorization by learned universal visual dictionary
  
  John Winn, Antonio Criminisi, Tom Minka
  
  2005 International Conference on Computer Vision | October 2005
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Bi-layer segmentation of binocular stereo video [Winner of Best paper Honorable Mention Award]
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  2005 Computer Vision and Pattern Recognition | June 2005
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Extracting layers and analyzing their specular properties using epipolar-plane-image analysis
  
  Antonio Criminisi, Sing Bing Kang, Rahul Swaminathan, Richard Szeliski, P. Anandan
  
  Computer Vision and Image Understanding | January 2005, Vol 97(1): pp. 51-85
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Paolo Uccello’s “Rout of San Romano”: Order from Chaos
  
  Antonio Criminisi, Martin Kemp
  
  January 2005
  
  PDF PDF Publication Publication
- Digital Art History: A subject in transition
  
  Antonio Criminisi, Martin Kemp, A. Zisserman
  
  January 2005
  
  Publication Publication
- Dense stereo using pivoted dynamic programming
  
  Antonio Criminisi, Philip H.S. Torr
  
  Image and Vision Computing | September 2004, Vol 22(10): pp. 795-806
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Region filling and object removal by exemplar-based image inpainting
  
  Antonio Criminisi, Patrick Perez, Kentaro Toyama
  
  IEEE Transactions on Image Processing | September 2004, Vol 13(9): pp. 1200-1212
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Did the great masters use optical projections while painting? Perspective comparison of paintings and photographs of Renaissance chandeliers
  
  Antonio Criminisi, D.G. Stork
  
  2004 International Conference on Pattern Recognition | August 2004
  
  DOI PDF Publication Publication Publication
- The SPS algorithm: patching figural continuity and transparency by Split-Patch Search
  
  Antonio Criminisi, Andrew Blake
  
  2004 Computer Vision and Pattern Recognition | July 2004
  
  DOI PDF Publication Publication Publication Publication Publication
- Reflections of Reality in Jan van Eyck and Robert Campin
  
  Antonio Criminisi, Martin Kemp, Sing Bing Kang
  
  Historical methods: A journal of quantitative and interdisciplinary history | July 2004, Vol 37(3): pp. 109-122
  
  DOI Publication Publication Publication Publication
- High-quality Image-based Interactive Exploration of Real-World Environments
  
  Matthew Uyttendaele, Antonio Criminisi, Sing Bing Kang, Simon Winder, Richard Hartley, Richard Szeliski
  
  May 2004
  
  PDF PDF Publication Publication
- High-quality Image-based Interactive Exploration of Real-World Environments
  
  Matthew Uyttendaele, Antonio Criminisi, Sing Bing Kang, Simon Winder, Richard Hartley, Richard Szeliski
  
  IEEE Computer Graphics and Applications (CG&A) | May 2004
  
  PDF PDF Publication Publication
- Gaze Manipulation for One-to-one Teleconferencing
  
  Antonio Criminisi, Jamie Shotton, Andrew Blake, Philip H.S. Torr
  
  2003 International Conference on Computer Vision | October 2003
  
  PDF PDF PDF Publication Publication Publication Publication Publication
- Object removal by exemplar-based inpainting
  
  Antonio Criminisi, Patrick Perez, Kentaro Toyama
  
  2003 Computer Vision and Pattern Recognition | June 2003
  
  DOI PDF PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Estimating uncertainty in dense stereo disparity maps
  
  Andrew Blake, Philip H.S. Torr, Ingemar Cox, Antonio Criminisi
  
  March 2003
  
  PDF Publication Publication
- Reflections of Reality in Jan van Eyck and Robert Campin
  
  Antonio Criminisi, Martin Kemp, Sing Bing Kang
  
  January 2003
  
  PDF Publication
- Single-View Metrology: Algorithms and Applications (Invited Paper)
  
  Antonio Criminisi
  
  (DAGM) | September 2002
  
  DOI Publication Publication Publication
- On the Motion and Appearance of Specularities in Image Sequences
  
  Rahul Swaminathan, Shree B. Kang, Richard Szeliski, Antonio Criminisi, S.K. Nayar
  
  2002 European Conference on Computer Vision | May 2002
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Bringing Pictorial Space to Life: computer techniques for the analysis of paintings
  
  Antonio Criminisi, Martin Kemp, A. Zisserman
  
  January 2002
  
  PDF Publication Publication
- Dense Stereo Using Pivoted Dynamic Programming
  
  Philip H.S. Torr, Antonio Criminisi
  
  2002 British Machine Vision Conference | January 2002
  
  Publication
- VoluMe – Authentic 3D Video Calls from Live Gaussian Splat Prediction
  
  Marti de La Gorce, Charlie Hewitt, Tibor Takacs, Robert Gerdisch, Zafiirah Hosenie, Givi Meishvili, Marek Kowalski (HE/HIM), Tom Cashman, Antonio Criminisi
  
  2025 International Conference on Computer Vision | October 2025
  
  Publication Preprint Video
- DAViD: Data-efficient and Accurate Vision Models from Synthetic Data
  
  Fatemeh Saleh, Sadegh Aliakbarian, Charlie Hewitt, Lohit Petikam, Xiao-Xian, Antonio Criminisi, Tom Cashman, Tadas Baltrusaitis
  
  2025 International Conference on Computer Vision | October 2025
  
  Publication Preprint Video
- Modeling health risks using neural network ensembles
  
  Brandon M. Smith, Antonio Criminisi, Noam Sorek, Yaar Harari, Neeraj Sood, Steven B. heymsfield
  
  Plos One | October 2024
  
  Publication
- Deep Learning with Mixed Supervision for Brain Tumor Segmentation
  
  Pawel Mlynarski, Herve' Delingette, Antonio Criminisi, Nicholas Ayache
  
  December 2018
  
  Publication Project
- Autofocus Layer for Semantic Segmentation
  
  Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison W. Cottrell, Antonio Criminisi, Aditya Nori
  
  International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI) | September 2018
  
  DOI Publication Project
- Semi-Supervised Learning via Compact Latent Space Clustering
  
  Konstantinos Kamnitsas, Daniel C. Castro, Loic Le Folgoc, Ian Walker, Ryutaro Tanno, Daniel Rueckert, Ben Glocker, Antonio Criminisi, Aditya Nori
  
  International Conference on Machine Learning (ICML) | June 2018
  
  Publication Publication Project
- Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
  
  Ryutaro Tanno, Daniel E. Worrall, Aurobrata Ghosh, Enrico Kaden, Stamatios N. Sotiropoulos, Antonio Criminisi, Daniel C. Alexander
  
  Intl Conf. Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2017
  
  DOI PDF Publication Publication
- Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups
  
  Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi
  
  2017 Computer Vision and Pattern Recognition | June 2017
  
  Publication DOI PDF
- Unsupervised domain adaptation in brain lesion segmentation with adversarial networks
  
  Konstantinos Kamnitsas, Christian Baumgartner, Christian Ledig, Virginia F.J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker
  
  Information Processing in Medical Imaging (IPMI) | June 2017
  
  Publication Project
- Spectral Kernels for Probabilistic Analysis and Clustering of Shapes
  
  Loic Le Folgoc, Aditya Nori, Antonio Criminisi
  
  Information Processing in Medical Imaging (IPMI) | June 2017
  
  DOI PDF Publication Project
- Deep Roots: Improving CNN Efficiency by Learning a Basis for Filter Dependencies
  
  Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi
  
  Computer Vision and Pattern Recognition (CVPR) 2017 | February 2017
  
  Publication
- Lifted Auto-Context Forests for Brain Tumour Segmentation
  
  Loic Le Folgoc, Aditya Nori, Siddharth Ancha, Antonio Criminisi
  
  MICCAI Brain Lesion Workshop | October 2016
  
  DOI PDF Publication Project
- DeepMedic for Brain Tumor Segmentation
  
  Konstantinos Kamnitsas, Enzo Ferrante, Sarah Parisot, Christian Ledig, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker
  
  MICCAI Brain Lesion Workshop | October 2016
  
  DOI PDF Publication Project
- Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information
  
  Yoad Lewenberg, Yoram Bachrach, Sukrit Shankar, Antonio Criminisi
  
  IJCAI | July 2016
  
  Publication
- Machine Learning for Medical Image Analysis
  
  Antonio Criminisi
  
  Medical Image Analysis (MedIA) - 20th anniversary special edition | June 2016
  
  Publication
- Deep Neural Decision Forests
  
  P. Kontschieder, M. Fiterau, Antonio Criminisi, S. Rota Bulo
  
  Intl Joint Conference on Artifical Intelligence (IJCAI) | June 2016
  
  Publication
- Refining Architectures of Deep Convolutional Neural Networks
  
  Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla
  
  Inlt Conf on Computer Vision and Pattern Recognition (CVPR) | June 2016
  
  Publication
- Measuring Neural Net Robustness with Constraints
  
  Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi
  
  Neural Information Processing Systems (NIPS) | May 2016
  
  Publication
- Generalisability of Image Quality Transfer: Can we approximate in-vivo human brains from dead monkey brains?
  
  Aurobrata Ghosh, V. Wottschel, Enrico Kaden, H. Zhang, Stamatios N. Sotiropoulos, D. Zikic, T. B. Dyrby, Antonio Criminisi, Daniel C. Alexander
  
  April 2016
  
  Publication Project Project
- Training Convolutional Neural Networks with Low-rank Filters for Efficient Image Classification
  
  Yani Ioannou, Duncan Robertson, Jamie Shotton, Roberto Cipolla, Antonio Criminisi
  
  Int Conf. on Learning Representations (ICLR) | April 2016
  
  Publication
- Decision Forests, Convolutional Networks and the Models in-Between
  
  Yani Ioannou, Duncan Robertson, D. Zikic, Peter Kontschieder, Jamie Shotton, Matthew Brown, Antonio Criminisi
  
  March 2016
  
  DOI Publication Project Project
- Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound
  
  Simon Blessenohl, Cecily Morrison, Antonio Criminisi, Jamie Shotton
  
  ICCV-ACVR workshop | December 2015
  
  DOI PDF PDF Publication Project
- SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips
  
  Julien Valentin, Vibhav Vineet, Ming-Ming Cheng, David Kim, Jamie Shotton, Pushmeet Kohli, Matthias Nießner, Antonio Criminisi, Shahram Izadi, Philip Torr
  
  ACM Transactions on Graphics (TOG) | November 2015, Vol 34
  
  Publication Publication Video Project
- Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation
  
  Herve Lombaert, Antonio Criminisi, Nicholas Ayache
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2015
  
  DOI PDF Publication Project Project
- Prediction of expanded disability status scale subscores of motor dysfunction in multiple sclerosis using depth-sensing computer vision
  
  M. D'Souza, J. Burggraaff, P. Kontschieder, J. Dorn, C.P. Kamm, S. Seinheimer, P. Tewarie, C. Morrison, Abigail Sellen, Antonio Criminisi, F. Dahlke, B Uitdehaag, L. Kappos
  
  Multiple Sclerosis Journal | October 2015, Vol 21: pp. 409-409
  
  Publication Project
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
  
  Bjoern H. Menze, Andras Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth Gerstner, Marc-Andre Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Hervé Delingette, Cagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, Jose Antonio Mariz, Raphael Meier, Sergio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael Ryan, Duygu Sarikaya, Lawrence Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gabor Szekely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gozde Unal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, D. Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
  
  IEEE Transactions on Medical Imaging | September 2015, Vol 34(10): pp. 1993-2024
  
  DOI PDF PDF Project
- Finetuned convolutional neural nets for cardiac MRI acquisition plane recognition
  
  J. Margeta, Antonio Criminisi, R. Cabrera Lozoya, D. C. Lee, N. Ayache
  
  Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization | June 2015
  
  Publication Publication Project
- Decision Forests, Convolutional Networks and the Models In-Between
  
  Y. Ioannou, D. Robertson, D. Zikic, P. Kontschieder, Jamie Shotton, M. Brown, Antonio Criminisi (acriminisi)
  
  MSR-TR-2015-94 | April 2015
  
  Published by Microsoft
  
  Publication
- Touchless interaction in surgical settings
  
  Tom Carrell, Helena Mentis, Graeme Penney, Antonio Criminisi, Kenton O'Hara, Abigail Sellen, Mark Rouncefield, Neville Dastur, Varnavas, Bob Corish
  
  Communications of the ACM | December 2014
  
  Publication Video Project Project
- Decision Forests for Segmentation of Left Atrium From 3D MRI
  
  J. Margeta, K. McLeod, Antonio Criminisi, N. Ayache
  
  MICCAI Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) | October 2014
  
  Publication Project Project
- Classifier-Based Multi-atlas Label Propagation with Test-Specific Atlas Weighting for Correspondence-Free Scenarios
  
  Darko Zikic, Ben Glocker, Antonio Criminisi
  
  MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bigMCV) | September 2014
  
  PDF DOI Publication Project
- Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos
  
  Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Bob Corish, Darko Zikic, Abigail Sellen, Marcus DSouza, Christian P. Kamm, Jessica Burggraaff, Prejaas Tewarie, Thomas Vogel, Michael Azzarito, Ben Glocker, Peter Chin, Frank Dahlke, Chris Polman, Ludwig Kappos, Bernard Uitdehaag, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | September 2014
  
  Publication Project Project
- Video-based paired-comparison ranking: A validation tool for fine grained measures of motor dysfunction in multiple sclerosis
  
  Burggraaf J, D Souza M, Dorn J, Kamm C, Tewarie P, Kontschieder P, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Kappos L, Uitdehaag B
  
  European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS) | September 2014
  
  Publication Project Project
- Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis – a proof-of-concept study
  
  Burggraaf J, Kamm C, Tewarie P, Peter Kontschieder, Dorn J, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Uitdehaag B, Kappos L
  
  August 2014
  
  Publication Project Project
- Learning to be a Depth Camera for Close-Range Human Capture and Interaction [Best Demo Honorable Mention Award]
  
  Sean Fanello, Cem Keskin, Shahram Izadi, Pushmeet Kohli, David Kim, David Sweeney, Antonio Criminisi, Jamie Shotton, Sing Bing Kang, Tim Paek
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2014 | July 2014, Vol 33
  
  Publication Publication Publication Video Project
- Encoding Atlases by Randomized Classification Forests for Efficient Multi-Atlas Label Propagation
  
  Darko Zikic, B. Glocker, Antonio Criminisi
  
  Medical Image Analysis | June 2014
  
  Publication Project
- Assessment of Disability in Multiple Sclerosis Using the Kinect-Camera System: A Proof-of-Concept Study
  
  Marcus D Souza, Christian Kamm, Jessica Burggraaff, Prejass Tewarie, Ben Glocker, Jonas Dorn, Thomas Vogel, Cecily Morrison, Abigail Sellen, Matthias Machacek, Peter Chin, Bernard Uitdehaag, Antonio Criminisi, Frank Dahlke, Chris Polman, Ludwig Kappos
  
  American Academy of Neurology Annual Meeting (AAN) | April 2014
  
  Publication Project Project Project
- Laplacian Forests: Semantic Image Segmentation by Guided Bagging
  
  H. Lombaert, D. Zikic, Antonio Criminisi, N. Ayache, Darko Zikic
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Sparse Bayesian Registration
  
  L. Le Folgoc, H. Delingette, Antonio Criminisi, N. Ayache
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Image Quality Transfer via Random Forest Regression: Applications in Diffusion MRI
  
  D. Alexander, Darko Zikic, H. Zhang, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Recognizing Cardiac Magnetic Resonance Acquisition Planes
  
  J. Margeta, Antonio Criminisi, D. C. Lee, N. Ayache
  
  MIUA 2014 - Medical Image Understanding and Analysis | January 2014
  
  Publication Project Project
- Context-sensitive Classification Forests for Segmentation of Brain Tumor Tissues
  
  Antonio Criminisi, Darko Zikic, Ben Glocker, Jamie Shotton
  
  MICCAI 2012 Challenge on Multimodal Brain Tumor Segmentation | October 2012
  
  Publication Project
- An Equal Seat at the Table: Exploring Videoconferencing with Shared Spatial Context combined with 3D Video Representations
  
  Tom Cashman, Tim Hutton, Martin de La Gorce, Tibor Takács, Antonio Criminisi, Milica Ðorđević, Goran Dubajić, Ðorđe Marjanović, Milena Okošanović, Vukašin Ranković, Ivan Razumenić, Bojan Roško, Teo Šarkić, Marko Skakun, Miloš Stojanović, Nikola Veličković, Predrag Jovanović, Payod Panda, Lev Tankelevitch, Sean Rintel
  
  CHI EA 2024 | May 2024
  
  PDF DOI Project
- Assessing Multiple Sclerosis with Kinect: Designing Computer Vision Systems for Real-World Use
  
  Cecily Morrison, Kit Huckvale, Bob Corish, Jonas Dorn, Peter Kontschieder, Kenton O'Hara, ASSESS MS Team, Antonio Criminisi, Abigail Sellen
  
  Human-Computer Interaction | January 2016
  
  Publication Publication Project Project
- Prediction of expanded disability status scale subscores of motor dysfunction in multiple sclerosis using depth-sensing computer vision
  
  M. D'Souza, J. Burggraaff, P. Kontschieder, J. Dorn, C.P. Kamm, S. Seinheimer, P. Tewarie, C. Morrison, Abigail Sellen, Antonio Criminisi, F. Dahlke, B Uitdehaag, L. Kappos
  
  Multiple Sclerosis Journal | October 2015, Vol 21: pp. 409-409
  
  Publication Project
- Voice or Gesture in the Operating Room
  
  Helena Mentis, Kenton O'Hara, Gerardo Gonzalez, Abigail Sellen, Robert Corish, Antonio Criminisi, Rikin Trivedi, Pierre Theodore
  
  2015 Human Factors in Computing Systems | April 2015
  
  PDF DOI
- Touchless interaction in surgical settings
  
  Tom Carrell, Helena Mentis, Graeme Penney, Antonio Criminisi, Kenton O'Hara, Abigail Sellen, Mark Rouncefield, Neville Dastur, Varnavas, Bob Corish
  
  Communications of the ACM | December 2014
  
  Publication Video Project Project
- Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos
  
  Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Bob Corish, Darko Zikic, Abigail Sellen, Marcus DSouza, Christian P. Kamm, Jessica Burggraaff, Prejaas Tewarie, Thomas Vogel, Michael Azzarito, Ben Glocker, Peter Chin, Frank Dahlke, Chris Polman, Ludwig Kappos, Bernard Uitdehaag, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | September 2014
  
  Publication Project Project
- Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis – a proof-of-concept study
  
  Burggraaf J, Kamm C, Tewarie P, Peter Kontschieder, Dorn J, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Uitdehaag B, Kappos L
  
  August 2014
  
  Publication Project Project
- Learning to be a Depth Camera for Close-Range Human Capture and Interaction [Best Demo Honorable Mention Award]
  
  Sean Fanello, Cem Keskin, Shahram Izadi, Pushmeet Kohli, David Kim, David Sweeney, Antonio Criminisi, Jamie Shotton, Sing Bing Kang, Tim Paek
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2014 | July 2014, Vol 33
  
  Publication Publication Publication Video Project
- Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery
  
  Kenton O'Hara, Gerardo Gonzalez, Graeme Penney, Abigail Sellen, Bob Corish, Helena Mentis, Andreas Varnavas, Antonio Criminisi, Mark Rouncefield, Neville Dastur, Tom Carrell
  
  Journal of Computer Supported Cooperative Work | June 2014, Vol 23(3): pp. 299-337
  
  Publication Project
- Assessment of Disability in Multiple Sclerosis Using the Kinect-Camera System: A Proof-of-Concept Study
  
  Marcus D Souza, Christian Kamm, Jessica Burggraaff, Prejass Tewarie, Ben Glocker, Jonas Dorn, Thomas Vogel, Cecily Morrison, Abigail Sellen, Matthias Machacek, Peter Chin, Bernard Uitdehaag, Antonio Criminisi, Frank Dahlke, Chris Polman, Ludwig Kappos
  
  American Academy of Neurology Annual Meeting (AAN) | April 2014
  
  Publication Project Project Project
- An Equal Seat at the Table: Exploring Videoconferencing with Shared Spatial Context combined with 3D Video Representations
  
  Tom Cashman, Tim Hutton, Martin de La Gorce, Tibor Takács, Antonio Criminisi, Milica Ðorđević, Goran Dubajić, Ðorđe Marjanović, Milena Okošanović, Vukašin Ranković, Ivan Razumenić, Bojan Roško, Teo Šarkić, Marko Skakun, Miloš Stojanović, Nikola Veličković, Predrag Jovanović, Payod Panda, Lev Tankelevitch, Sean Rintel
  
  CHI EA 2024 | May 2024
  
  PDF DOI Project
- Touchless interaction in surgical settings
  
  Tom Carrell, Helena Mentis, Graeme Penney, Antonio Criminisi, Kenton O'Hara, Abigail Sellen, Mark Rouncefield, Neville Dastur, Varnavas, Bob Corish
  
  Communications of the ACM | December 2014
  
  Publication Video Project Project
- Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery
  
  Kenton O'Hara, Gerardo Gonzalez, Graeme Penney, Abigail Sellen, Bob Corish, Helena Mentis, Andreas Varnavas, Antonio Criminisi, Mark Rouncefield, Neville Dastur, Tom Carrell
  
  Journal of Computer Supported Cooperative Work | June 2014, Vol 23(3): pp. 299-337
  
  Publication Project
- Development and validation of an accurate smartphone application for measuring waist-to-hip circumference ratio
  
  Siddharth Choudhary, Ganesh Iyer, Brandon M. Smith, Jinjin Li, Mark Sippel, Antonio Criminisi, Steven B. Heymsfield
  
  NPJ Digital Medicine (Nature Portfolio) | September 2023, Vol 6(168)
  
  PDF
- Normalized sensitivity of multi-dimensional body composition biomarkers for risk change prediction
  
  Antonio Criminisi, N. Sorek, S. B. Heymsfield
  
  Scientific Reports [Nature Portfolio] | July 2022, Vol 12(12375)
  
  Publication
- Smartphone camera based assessment of adiposity: a validation study
  
  M. D. Majmudar, S. Chandra, K. Yakkala, S. Kennedy, A. Agrawal, M. Sippel, P. Ramu, A. Chaudhri, B. Smith, Antonio Criminisi, S. B. Heymsfield, F. C. Stanford
  
  NPJ Digital Medicine [Nature Portfolio] | June 2022, Vol 5(79)
  
  Publication
- Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI
  
  R. Tanno, D. E. Worrall, E. Kaden, A. Gosh, F. Grussu, A. Bizzi, S. N. Sotoripoulos, Antonio Criminisi, D. C. Alexander
  
  Neuroimage | January 2021
  
  Publication
- 3D Convolutional Neural Networks for Tumor Segmentation using Long-range 2D Context
  
  Pawel Mlynarski, Herve' Delingette, Antonio Criminisi, Nicholas Ayache
  
  Computerized Medical Imaging and Graphics | February 2019
  
  Publication Project
- Deep Learning with Mixed Supervision for Brain Tumor Segmentation
  
  Pawel Mlynarski, Herve' Delingette, Antonio Criminisi, Nicholas Ayache
  
  December 2018
  
  Publication Project
- Deep Decision Forests of Radiomic Features for Automatic Contouring of Pelvic Anatomy for Prostate Radiotherapy
  
  M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Antonio Criminisi, M. J. Nyflot
  
  November 2018
  
  Publication
- Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features
  
  M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Aditya Nori, David Carter, Loic Le Folgoc, Antonio Criminisi, M. J. Nyflot
  
  Physics in Medicine and Biology | November 2018, Vol 63(23): pp. 235002-235002
  
  DOI PDF Publication
- Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition
  
  Jan Margeta, Antonio Criminisi, Rocio Cabrera Lozoya, Daniel C. Lee, Nicholas Ayache
  
  Computer methods in biomechanics and biomedical engineering. Imaging & visualization | September 2017, Vol 5(5): pp. 339-349
  
  DOI Publication Publication Publication Publication Publication Publication Publication
- Unsupervised domain adaptation in brain lesion segmentation with adversarial networks
  
  Konstantinos Kamnitsas, Christian Baumgartner, Christian Ledig, Virginia F.J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker
  
  Information Processing in Medical Imaging (IPMI) | June 2017
  
  Publication Project
- Spectral Kernels for Probabilistic Analysis and Clustering of Shapes
  
  Loic Le Folgoc, Aditya Nori, Antonio Criminisi
  
  Information Processing in Medical Imaging (IPMI) | June 2017
  
  DOI PDF Publication Project
- Image Quality Transfer and Applications in Diffusion MRI
  
  Daniel C. Alexander, Darko Zikic, Aurobrata Gosh, Ryutaro Tanno, Viktor Wottschel, Jiaying Zhang, Enrico Kaden, Tim B. Dirby, Stamatios N. Sotiropoulos, Hui Zhang, Antonio Criminisi
  
  Neuroimage | March 2017
  
  Publication Project
- Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements.
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  Medical Image Analysis | January 2017, Vol 36: pp. 79-97
  
  PDF DOI Project
- Quantifying Registration Uncertainty with Sparse Bayesian Modeling
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  IEEE Transactions on Medical Imaging | December 2016
  
  Publication Project
- Bayesian Image Quality Transfer
  
  Ryutaro Tanno, Aurobrata Ghosh, Francesco Grussu, Enrico Kaden, Antonio Criminisi, Daniel C. Alexander
  
  2016 Medical Image Computing and Computer-Assisted Intervention | October 2016
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Lifted Auto-Context Forests for Brain Tumour Segmentation
  
  Loic Le Folgoc, Aditya Nori, Siddharth Ancha, Antonio Criminisi
  
  MICCAI Brain Lesion Workshop | October 2016
  
  DOI PDF Publication Project
- DeepMedic for Brain Tumor Segmentation
  
  Konstantinos Kamnitsas, Enzo Ferrante, Sarah Parisot, Christian Ledig, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker
  
  MICCAI Brain Lesion Workshop | October 2016
  
  DOI PDF Publication Project
- Report on the Cloud-Based Evaluation Approaches Workshop 2015
  
  Henning Müller, Jayashree Kalpathy-Cramer, Allan Hanbury, Keyvan Farahani, Rinat Sergeev, Jin H. Paik, Antonio Criminisi, Arno Klein, Andrew Trister, Thea Norman, David Kennedy, Ganapati Srinivasa, Artem Mamonov, Nina Preuss
  
  2016 International ACM SIGIR Conference on Research and Development in Information Retrieval | June 2016
  
  DOI Publication Publication Publication
- Deep Neural Decision Forests
  
  P. Kontschieder, M. Fiterau, Antonio Criminisi, S. Rota Bulo
  
  Intl Joint Conference on Artifical Intelligence (IJCAI) | June 2016
  
  Publication
- Usability and acceptability of ASSESS MS: a system to support the assessment of motor dysfunction in Multiple Sclerosis using depth-sensing computer vision
  
  Cecily Morrison, Marcus DSouza, Kit Huckvale, Jonas Dorn, Jessica Burggraaff, Kamm C, Saskia Steinheimer, Peter Kontschieder, Antonio Criminisi, Bernard Uitdehaag, Dahlke F, Ludwig Kappos, Abigail Sellen
  
  May 2015
  
  Publication Publication
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
  
  Bjoern H. Menze, Andras Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth Gerstner, Marc-Andre Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Hervé Delingette, Cagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, Jose Antonio Mariz, Raphael Meier, Sergio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Antonio Criminisi, Michael Ryan, Duygu Sarikaya, Lawrence Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gabor Szekely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gozde Unal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, D. Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
  
  IEEE Transactions on Medical Imaging | October 2014, Vol 34(10): pp. 1993-2024
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Segmentation of Brain Tumor Tissues with Convolutional Neural Networks
  
  Darko Zikic, Yani Ioannou, Antonio Criminisi, Matthew Brown
  
  MICCAI workshop on Multimodal Brain Tumor Segmentation Challenge (BRATS) | October 2014
  
  Publication
- Touchless interaction in surgery
  
  Kenton O'Hara, Gerardo Gonzalez, Abigail Sellen, Graeme Penney, Andreas Varnavas, Helena Mentis, Antonio Criminisi, Robert Corish, Mark Rouncefield, Neville Dastur, Tom Carrell
  
  Communications of The ACM | January 2014, Vol 57(1): pp. 70-77
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication
- Whole-body anatomy localization via classification and regression forests.
  
  Bjoern H. Menze, Georg Langs, Zhuowen Tu, Antonio Criminisi
  
  Medical Image Analysis | December 2013, Vol 17(8): pp. 1282
  
  DOI Publication Publication Publication Publication
- Regression forests for efficient anatomy detection and localization in computed tomography scans
  
  Antonio Criminisi, Duncan Robertson, Ender Konukoglu, Jamie Shotton, Sayan D. Pathak, Steve White, Khan M. Siddiqui
  
  Medical Image Analysis | December 2013, Vol 17(8): pp. 1293-1303
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Neighbourhood approximation using randomized forests [Best Paper Award]
  
  Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi
  
  Medical Image Analysis | October 2013, Vol 17(7): pp. 790-804
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Vertebrae localization in pathological spine CT via dense classification from sparse annotations.
  
  Ben Glocker, D. Zikic, Ender Konukoglu, David R. Haynor, Antonio Criminisi
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Multi-Atlas Label Propagation with Atlas Encoding by Randomized Forests [Special Left Field Award]
  
  D. Zikic, Ben Glocker, Antonio Criminisi
  
  September 2013
  
  PDF Publication Publication
- Medical Computer Vision: Recognition techniques and applications in medical imaging
  
  Bjoern Menze, Georg Langs, Le Lu, Albert Montillo, Zhuowen Tu, Antonio Criminisi
  
  Proceedings of the MICCAI 2012 Workshop on Medical Computer Vision (MCV 2012) | February 2013
  
  DOI Publication
- Decision Forests for Computer Vision and Medical Image Analysis
  
  Antonio Criminisi, Jamie Shotton
  
  Published by Springer Publishing Company, Incorporated | January 2013
  
  DOI Publication Publication Publication Publication
- Entanglement and Differentiable Information Gain Maximization
  
  Albert Montillo, J. Tu, Jamie Shotton, John Winn, J. E. Iglesias, D. N. Metaxas, Antonio Criminisi
  
  January 2013
  
  DOI Publication Publication Publication Publication
- Classification Forests for Semantic Segmentation of Brain Lesions in Multi-channel MRI
  
  Ezequiel Geremia, D. Zikic, Olivier Clatz, Bjoern H. Menze, Ben Glocker, Ender Konukoglu, Jamie Shotton, Owen M. Thomas, Stephen J. Price, Tilak Das, Raj Jena, Nicholas Ayache, Antonio Criminisi
  
  January 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Anatomy Detection and Localization in 3D Medical Images
  
  Antonio Criminisi, Duncan Robertson, O Pauly, Ben Glocker, Ender Konukoglu, Jamie Shotton, Diana Mateus, G D Martinez Möller, Stephan Nekolla, N Navab
  
  January 2013
  
  DOI Publication Publication Publication Publication Publication
- Joint classification-regression forests for spatially structured multi-object segmentation
  
  Ben Glocker, O Pauly, Ender Konukoglu, Antonio Criminisi
  
  2012 European Conference on Computer Vision | October 2012
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Current-Based 4d shape analysis for the mechanical personalization of heart models
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Brain tumor cell density estimation from multi-modal MR images based on a synthetic tumor growth model
  
  Ezequiel Geremia, Bjoern H. Menze, Marcel Prastawa, M. A. Weber, Antonio Criminisi, Nicholas Ayache
  
  October 2012
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans
  
  Ben Glocker, Johannes Feulner, Antonio Criminisi, David R. Haynor, Ender Konukoglu
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Neighbourhood approximation forests.
  
  Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Decision forests for tissue-specific segmentation of high-grade gliomas in multi-channel MR.
  
  D. Zikic, Ben Glocker, Ender Konukoglu, Antonio Criminisi, Cagatay Demiralp, Jamie Shotton, Owen M. Thomas, Tilak Das, Raj Jena, Stephen J. Price
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication
- Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data
  
  Jan Margeta, Ezequiel Geremia, Antonio Criminisi, Nicholas Ayache
  
  September 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold, Learning and Semi-supervised Learning
  
  Antonio Criminisi, Jamie Shotton, Ender Konukoglu
  
  March 2012
  
  PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Comparative analysis of semantic localization accuracies between adult and pediatric DICOM CT images
  
  Duncan Robertson, Sayan D. Pathak, Antonio Criminisi, Steve White, David R. Haynor, Oliver Chen, Khan M. Siddiqui
  
  Proceedings of SPIE | February 2012, Vol 8319
  
  DOI PDF Publication Publication Publication Publication
- Immediate structured visual search for medical images
  
  K. Simonyan, A. Zisserman, Antonio Criminisi
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Fast multiple organ detection and localization in whole-body MR Dixon sequences
  
  O Pauly, Ben Glocker, Antonio Criminisi, Diana Mateus, Axel Martinez Möller, Stephan Nekolla, N Navab
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- A discriminative-generative model for detecting intravenous contrast in CT images
  
  Antonio Criminisi, Krishna Juluru, Sayan D. Pathak
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images.
  
  Ezequiel Geremia, Olivier Clatz, Bjoern H. Menze, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  NeuroImage | July 2011, Vol 57(2): pp. 378-390
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Entangled decision forests and their application for semantic segmentation of CT images
  
  Albert Montillo, Jamie Shotton, John Winn, J. E. Iglesias, Dimitri Metaxas, Antonio Criminisi
  
  2011 Information Processing in Medical Imaging | July 2011
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Combining generative and discriminative models for semantic segmentation of CT scans via active learning
  
  J. E. Iglesias, Ender Konukoglu, Albert Montillo, Zhuowen Tu, Antonio Criminisi
  
  2011 Information Processing in Medical Imaging | July 2011
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Robust linear registration of CT images using random regression forests
  
  Ender Konukoglu, Antonio Criminisi, Sayan D. Pathak, Duncan Robertson, Steve White, David R. Haynor, Khan M. Siddiqui
  
  Proceedings of SPIE | March 2011, Vol 7962(31): pp. 608-615
  
  DOI PDF Publication Publication Publication Publication Publication
- Automatic Semantic Annotation and Validation of Anatomy in DICOM CT Images
  
  Sayan D. Pathak, Antonio Criminisi, S. White, Indeera Munasinghe, B. Sparks, Duncan Robertson, Khan M. Siddiqui
  
  Proceedings of SPIE | February 2011
  
  PDF Publication Publication
- Mobile Cloud-Computer-aided Diagnosis System for Colon Cancer Screening with Motion-based Virtual Colonoscopic Navigation
  
  H. Yoshida, Y. Wu, W. Cai, J. J. Nappi, M. Hirano, Antonio Criminisi
  
  January 2011
  
  Publication Publication
- Spatial decision forests for MS lesion segmentation in multi-channel MR images
  
  Ezequiel Geremia, Bjoern H. Menze, Olivier Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  2010 Medical Image Computing and Computer-Assisted Intervention | September 2010
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Regression forests for efficient anatomy detection and localization in CT studies
  
  Antonio Criminisi, Jamie Shotton, Duncan Robertson, Ender Konukoglu
  
  2010 Medical Image Computing and Computer-Assisted Intervention | September 2010
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Anatomy-Driven Medical Image Search
  
  K. Simonyan, A. Zisserman, Antonio Criminisi
  
  January 2010
  
  Publication Publication
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans
  
  Antonio Criminisi, Albert Montillo, Jamie Shotton, Sayan D. Pathak, John Winn, Khan M. Siddiqui
  
  January 2010
  
  Publication Publication
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli, Khan M. Siddiqui
  
  December 2009
  
  PDF Publication Publication
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes
  
  Antonio Criminisi, Jamie Shotton, S. Bucciarelli
  
  January 2009
  
  PDF Publication Publication
- Filter Forests for Learning Data-Dependent Convolutional Kernels
  
  Sean Ryan Fanello, Cem Keskin, Pushmeet Kohli, Shahram Izadi, Jamie Shotton, Antonio Criminisi, Ugo Pattacini, Tim Paek
  
  Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on | June 2014
  
  Publication Publication

- Shape from texture: homogeneity revisited
  
  Antonio Criminisi, A. Zisserman
  
  2000 British Machine Vision Conference | September 2000
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Creating Architectural Models from Images
  
  David Liebowitz, Antonio Criminisi, A. Zisserman
  
  1999 Eurographics | September 1999
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Single view metrology
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  1999 International Conference on Computer Vision | September 1999
  
  DOI PDF PDF PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Duality, Rigidity and Planar Parallax
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  1998 European Conference on Computer Vision | June 1998
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- A new approach to obtain height measurements from video
  
  Antonio Criminisi, A. Zisserman, Luc J. Van Gool, Simon K. Bramble, David Compton
  
  SPIE | January 1998
  
  DOI PDF Publication Publication Publication Publication
- An Integrated Neural and Algorithmic System for Optical Flow Computation
  
  Antonio Criminisi, G. A. M. Gioiello, D. Molinelli, F. Sorbello
  
  1996 Italian Workshop on Neural Nets | May 1996
  
  DOI Publication Publication Publication Publication
- VoluMe – Authentic 3D Video Calls from Live Gaussian Splat Prediction
  
  Marti de La Gorce, Charlie Hewitt, Tibor Takacs, Robert Gerdisch, Zafiirah Hosenie, Givi Meishvili, Marek Kowalski (HE/HIM), Tom Cashman, Antonio Criminisi
  
  2025 International Conference on Computer Vision | October 2025
  
  Publication Preprint Video
- DAViD: Data-efficient and Accurate Vision Models from Synthetic Data
  
  Fatemeh Saleh, Sadegh Aliakbarian, Charlie Hewitt, Lohit Petikam, Xiao-Xian, Antonio Criminisi, Tom Cashman, Tadas Baltrusaitis
  
  2025 International Conference on Computer Vision | October 2025
  
  Publication Preprint Video
- Hairmony: Fairness-aware hairstyle classification
  
  Givi Meishvili, James Clemoes, Charlie Hewitt, Zafiirah Hosenie, Xiao-Xian, Martin de La Gorce, Tibor Takacs, Tadas Baltrusaitis, Antonio Criminisi, Chyna McRae, Nina Jablonski, Marta Wilczkowiak (SHE/HER)
  
  SIGGRAPH Asia | December 2024
  
  Publication DOI Video
- An Equal Seat at the Table: Exploring Videoconferencing with Shared Spatial Context combined with 3D Video Representations
  
  Tom Cashman, Tim Hutton, Martin de La Gorce, Tibor Takács, Antonio Criminisi, Milica Ðorđević, Goran Dubajić, Ðorđe Marjanović, Milena Okošanović, Vukašin Ranković, Ivan Razumenić, Bojan Roško, Teo Šarkić, Marko Skakun, Miloš Stojanović, Nikola Veličković, Predrag Jovanović, Payod Panda, Lev Tankelevitch, Sean Rintel
  
  CHI EA 2024 | May 2024
  
  PDF DOI Project
- Deep Decision Forests of Radiomic Features for Automatic Contouring of Pelvic Anatomy for Prostate Radiotherapy
  
  M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Antonio Criminisi, M. J. Nyflot
  
  November 2018
  
  Publication
- Autofocus Layer for Semantic Segmentation
  
  Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison W. Cottrell, Antonio Criminisi, Aditya Nori
  
  International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI) | September 2018
  
  DOI Publication Project
- Adaptive Neural Trees
  
  Ryutaro Tanno, Kai Arulkumaran, Daniel C. Alexander, Antonio Criminisi, Aditya Nori
  
  2018 International Conference on Machine Learning | July 2018
  
  PDF PDF Publication Publication Publication Publication Publication Publication
- Semi-Supervised Learning via Compact Latent Space Clustering
  
  Konstantinos Kamnitsas, Daniel C. Castro, Loic Le Folgoc, Ian Walker, Ryutaro Tanno, Daniel Rueckert, Ben Glocker, Antonio Criminisi, Aditya Nori
  
  International Conference on Machine Learning (ICML) | June 2018
  
  Publication Publication Project
- Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
  
  Ryutaro Tanno, Daniel E. Worrall, Aurobrata Ghosh, Enrico Kaden, Stamatios N. Sotiropoulos, Antonio Criminisi, Daniel C. Alexander
  
  Intl Conf. Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2017
  
  DOI PDF Publication Publication
- Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups
  
  Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi
  
  2017 Computer Vision and Pattern Recognition | June 2017
  
  Publication DOI PDF
- Unsupervised domain adaptation in brain lesion segmentation with adversarial networks
  
  Konstantinos Kamnitsas, Christian Baumgartner, Christian Ledig, Virginia F.J. Newcombe, Joanna P. Simpson, Andrew D. Kane, David K. Menon, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker
  
  Information Processing in Medical Imaging (IPMI) | June 2017
  
  Publication Project
- Spectral Kernels for Probabilistic Analysis and Clustering of Shapes
  
  Loic Le Folgoc, Aditya Nori, Antonio Criminisi
  
  Information Processing in Medical Imaging (IPMI) | June 2017
  
  DOI PDF Publication Project
- Deep Roots: Improving CNN Efficiency by Learning a Basis for Filter Dependencies
  
  Yani Ioannou, Duncan Robertson, Roberto Cipolla, Antonio Criminisi
  
  Computer Vision and Pattern Recognition (CVPR) 2017 | February 2017
  
  Publication
- Bayesian Image Quality Transfer
  
  Ryutaro Tanno, Aurobrata Ghosh, Francesco Grussu, Enrico Kaden, Antonio Criminisi, Daniel C. Alexander
  
  2016 Medical Image Computing and Computer-Assisted Intervention | October 2016
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Lifted Auto-Context Forests for Brain Tumour Segmentation
  
  Loic Le Folgoc, Aditya Nori, Siddharth Ancha, Antonio Criminisi
  
  MICCAI Brain Lesion Workshop | October 2016
  
  DOI PDF Publication Project
- DeepMedic for Brain Tumor Segmentation
  
  Konstantinos Kamnitsas, Enzo Ferrante, Sarah Parisot, Christian Ledig, Aditya Nori, Antonio Criminisi, Daniel Rueckert, Ben Glocker
  
  MICCAI Brain Lesion Workshop | October 2016
  
  DOI PDF Publication Project
- Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information
  
  Yoad Lewenberg, Yoram Bachrach, Sukrit Shankar, Antonio Criminisi
  
  IJCAI | July 2016
  
  Publication
- Report on the Cloud-Based Evaluation Approaches Workshop 2015
  
  Henning Müller, Jayashree Kalpathy-Cramer, Allan Hanbury, Keyvan Farahani, Rinat Sergeev, Jin H. Paik, Antonio Criminisi, Arno Klein, Andrew Trister, Thea Norman, David Kennedy, Ganapati Srinivasa, Artem Mamonov, Nina Preuss
  
  2016 International ACM SIGIR Conference on Research and Development in Information Retrieval | June 2016
  
  DOI Publication Publication Publication
- Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information
  
  Y. Lewenberg, I. Bachrach, S. Shankar, Antonio Criminisi
  
  AAAI | June 2016
  
  Publication
- Deep Neural Decision Forests
  
  P. Kontschieder, M. Fiterau, Antonio Criminisi, S. Rota Bulo
  
  Intl Joint Conference on Artifical Intelligence (IJCAI) | June 2016
  
  Publication
- Refining Architectures of Deep Convolutional Neural Networks
  
  Sukrit Shankar, Duncan Robertson, Yani Ioannou, Antonio Criminisi, Roberto Cipolla
  
  Inlt Conf on Computer Vision and Pattern Recognition (CVPR) | June 2016
  
  Publication
- Measuring Neural Net Robustness with Constraints
  
  Osbert Bastani, Yani Ioannou, Leonidas Lampropoulos, Dimitrios Vytiniotis, Aditya Nori, Antonio Criminisi
  
  Neural Information Processing Systems (NIPS) | May 2016
  
  Publication
- Training Convolutional Neural Networks with Low-rank Filters for Efficient Image Classification
  
  Yani Ioannou, Duncan Robertson, Jamie Shotton, Roberto Cipolla, Antonio Criminisi
  
  Int Conf. on Learning Representations (ICLR) | April 2016
  
  Publication
- Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound
  
  Simon Blessenohl, Cecily Morrison, Antonio Criminisi, Jamie Shotton
  
  ICCV-ACVR workshop | December 2015
  
  DOI PDF PDF Publication Project
- Deep Neural Decision Forests [Winner of the David Marr Prize 2015]
  
  Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulo
  
  2015 International Conference on Computer Vision | December 2015
  
  Publication
- Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation
  
  Herve Lombaert, Antonio Criminisi, Nicholas Ayache
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2015
  
  DOI PDF Publication Project Project
- Voice or Gesture in the Operating Room
  
  Helena Mentis, Kenton O'Hara, Gerardo Gonzalez, Abigail Sellen, Robert Corish, Antonio Criminisi, Rikin Trivedi, Pierre Theodore
  
  2015 Human Factors in Computing Systems | April 2015
  
  PDF DOI
- Decision Forests for Segmentation of Left Atrium From 3D MRI
  
  J. Margeta, K. McLeod, Antonio Criminisi, N. Ayache
  
  MICCAI Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) | October 2014
  
  Publication Project Project
- Segmentation of Brain Tumor Tissues with Convolutional Neural Networks
  
  Darko Zikic, Yani Ioannou, Antonio Criminisi, Matthew Brown
  
  MICCAI workshop on Multimodal Brain Tumor Segmentation Challenge (BRATS) | October 2014
  
  Publication
- Classifier-Based Multi-atlas Label Propagation with Test-Specific Atlas Weighting for Correspondence-Free Scenarios
  
  Darko Zikic, Ben Glocker, Antonio Criminisi
  
  MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bigMCV) | September 2014
  
  PDF DOI Publication Project
- Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos
  
  Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Bob Corish, Darko Zikic, Abigail Sellen, Marcus DSouza, Christian P. Kamm, Jessica Burggraaff, Prejaas Tewarie, Thomas Vogel, Michael Azzarito, Ben Glocker, Peter Chin, Frank Dahlke, Chris Polman, Ludwig Kappos, Bernard Uitdehaag, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | September 2014
  
  Publication Project Project
- Filter Forests for Learning Data-Dependent Convolutional Kernels
  
  Sean Ryan Fanello, Cem Keskin, Pushmeet Kohli, Shahram Izadi, Jamie Shotton, Antonio Criminisi, Ugo Pattacini, Tim Paek
  
  Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on | June 2014
  
  Publication Publication
- Assessment of Disability in Multiple Sclerosis Using the Kinect-Camera System: A Proof-of-Concept Study
  
  Marcus D Souza, Christian Kamm, Jessica Burggraaff, Prejass Tewarie, Ben Glocker, Jonas Dorn, Thomas Vogel, Cecily Morrison, Abigail Sellen, Matthias Machacek, Peter Chin, Bernard Uitdehaag, Antonio Criminisi, Frank Dahlke, Chris Polman, Ludwig Kappos
  
  American Academy of Neurology Annual Meeting (AAN) | April 2014
  
  Publication Project Project Project
- Laplacian Forests: Semantic Image Segmentation by Guided Bagging
  
  H. Lombaert, D. Zikic, Antonio Criminisi, N. Ayache, Darko Zikic
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Sparse Bayesian Registration
  
  L. Le Folgoc, H. Delingette, Antonio Criminisi, N. Ayache
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Image Quality Transfer via Random Forest Regression: Applications in Diffusion MRI
  
  D. Alexander, Darko Zikic, H. Zhang, Antonio Criminisi
  
  MICCAI 2014 - Intl Conf. on Medical Image Computing and Computer Assisted Intervention | January 2014
  
  Publication Project Project
- Recognizing Cardiac Magnetic Resonance Acquisition Planes
  
  J. Margeta, Antonio Criminisi, D. C. Lee, N. Ayache
  
  MIUA 2014 - Medical Image Understanding and Analysis | January 2014
  
  Publication Project Project
- Real-time RGB-D camera relocalization
  
  Ben Glocker, Shahram Izadi, Jamie Shotton, Antonio Criminisi
  
  2013 International Symposium on Mixed and Augmented Reality | December 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Decision Jungles: Compact and Rich Models for Classification
  
  Jamie Shotton, Toby Sharp, Pushmeet Kohli, Sebastian Nowozin, John Winn, Antonio Criminisi
  
  2013 Neural Information Processing Systems | December 2013
  
  PDF PDF PDF Publication Publication Publication Publication Publication
- Vertebrae localization in pathological spine CT via dense classification from sparse annotations.
  
  Ben Glocker, D. Zikic, Ender Konukoglu, David R. Haynor, Antonio Criminisi
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Modality propagation: coherent synthesis of subject-specific scans with data-driven regularization.
  
  Dong Hye Ye, D. Zikic, Ben Glocker, Antonio Criminisi, Ender Konukoglu
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Atlas encoding by randomized forests for efficient label propagation [Young Scientist Award].
  
  D. Zikic, Ben Glocker, Antonio Criminisi
  
  2013 Medical Image Computing and Computer-Assisted Intervention | September 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
  
  Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew Fitzgibbon
  
  2013 Computer Vision and Pattern Recognition | June 2013
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- GeoF: Geodesic Forests for Learning Coupled Predictors
  
  Peter Kontschieder, Pushmeet Kohli, Jamie Shotton, Antonio Criminisi
  
  2013 Computer Vision and Pattern Recognition | June 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Image Segmentation Using Hardware Forest Classifiers
  
  Neil Pittman, Alessandro Forin, Antonio Criminisi, Jamie Shotton, Atabak Mahram
  
  2013 Field-Programmable Custom Computing Machines | April 2013
  
  DOI PDF Publication Publication Publication Publication Publication
- Medical Computer Vision: Recognition techniques and applications in medical imaging
  
  Bjoern Menze, Georg Langs, Le Lu, Albert Montillo, Zhuowen Tu, Antonio Criminisi
  
  Proceedings of the MICCAI 2012 Workshop on Medical Computer Vision (MCV 2012) | February 2013
  
  DOI Publication
- Context-Sensitive Decision Forests for Object Detection
  
  Peter Kontschieder, Samuel Rota Bulo, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof
  
  (NeurIPS) | December 2012
  
  PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Joint classification-regression forests for spatially structured multi-object segmentation
  
  Ben Glocker, O Pauly, Ender Konukoglu, Antonio Criminisi
  
  2012 European Conference on Computer Vision | October 2012
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans
  
  Ben Glocker, Johannes Feulner, Antonio Criminisi, David R. Haynor, Ender Konukoglu
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Neighbourhood approximation forests.
  
  Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Decision forests for tissue-specific segmentation of high-grade gliomas in multi-channel MR.
  
  D. Zikic, Ben Glocker, Ender Konukoglu, Antonio Criminisi, Cagatay Demiralp, Jamie Shotton, Owen M. Thomas, Tilak Das, Raj Jena, Stephen J. Price
  
  2012 Medical Image Computing and Computer-Assisted Intervention | October 2012
  
  DOI PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication
- Context-sensitive Classification Forests for Segmentation of Brain Tumor Tissues
  
  Antonio Criminisi, Darko Zikic, Ben Glocker, Jamie Shotton
  
  MICCAI 2012 Challenge on Multimodal Brain Tumor Segmentation | October 2012
  
  Publication Project
- Exploring the Potential for Touchless Interaction in Image Guided Interventional Radiology [Honorable Mention Award]
  
  K. O'Hara, A. Sellen, Antonio Criminisi
  
  ACM Conf Computer-Human Interaction (CHI) | December 2011
  
  Publication
- Efficient regression of general-activity human poses from depth images
  
  Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
  
  2011 International Conference on Computer Vision | November 2011
  
  DOI PDF Publication Publication Publication Publication Publication
- Immediate structured visual search for medical images
  
  K. Simonyan, A. Zisserman, Antonio Criminisi
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Fast multiple organ detection and localization in whole-body MR Dixon sequences
  
  O Pauly, Ben Glocker, Antonio Criminisi, Diana Mateus, Axel Martinez Möller, Stephan Nekolla, N Navab
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- A discriminative-generative model for detecting intravenous contrast in CT images
  
  Antonio Criminisi, Krishna Juluru, Sayan D. Pathak
  
  2011 Medical Image Computing and Computer-Assisted Intervention | September 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Geodesic Image and Video Editing
  
  Antonio Criminisi, Toby Sharp, Carsten Rother, Patrick Perez
  
  2011 International Conference on Computer Graphics and Interactive Techniques | August 2011
  
  PDF Publication Publication
- Entangled decision forests and their application for semantic segmentation of CT images
  
  Albert Montillo, Jamie Shotton, John Winn, J. E. Iglesias, Dimitri Metaxas, Antonio Criminisi
  
  2011 Information Processing in Medical Imaging | July 2011
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Combining generative and discriminative models for semantic segmentation of CT scans via active learning
  
  J. E. Iglesias, Ender Konukoglu, Albert Montillo, Zhuowen Tu, Antonio Criminisi
  
  2011 Information Processing in Medical Imaging | July 2011
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Exploring the potential for touchless interaction in image-guided interventional radiology
  
  Rose Johnson, Kenton O'Hara, Abigail Sellen, Claire Cousins, Antonio Criminisi
  
  2011 Human Factors in Computing Systems | May 2011
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Spatial decision forests for MS lesion segmentation in multi-channel MR images
  
  Ezequiel Geremia, Bjoern H. Menze, Olivier Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  2010 Medical Image Computing and Computer-Assisted Intervention | September 2010
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Regression forests for efficient anatomy detection and localization in CT studies
  
  Antonio Criminisi, Jamie Shotton, Duncan Robertson, Ender Konukoglu
  
  2010 Medical Image Computing and Computer-Assisted Intervention | September 2010
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Real-time spatiotemporal stereo matching using the dual-cross-bilateral grid
  
  Christian Richardt, Douglas Orr, Ian Davies, Antonio Criminisi, Neil A. Dodgson
  
  2010 European Conference on Computer Vision | September 2010
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Geodesic star convexity for interactive image segmentation
  
  Varun Gulshan, Carsten Rother, Antonio Criminisi, Andrew Blake, A. Zisserman
  
  2010 Computer Vision and Pattern Recognition | June 2010
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Discriminative, Semantic Segmentation of Brain Tissue in MR Images
  
  Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake
  
  2009 Medical Image Computing and Computer-Assisted Intervention | October 2009
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- 3D-aware image editing for out of bounds photography
  
  Amit Shesh, Antonio Criminisi, Carsten Rother, Gavin Smyth
  
  2009 Graphics Interface | May 2009
  
  PDF PDF Publication Publication Publication
- GeoS: Geodesic Image Segmentation
  
  Antonio Criminisi, Toby Sharp, Andrew Blake
  
  2008 European Conference on Computer Vision | October 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Epitomic location recognition [Winner of Best Student Paper Runner Up Award]
  
  Kai Ni, A. Kannan, Antonio Criminisi, John Winn
  
  2008 Computer Vision and Pattern Recognition | June 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Object Class Segmentation using Random Forests.
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2008 British Machine Vision Conference | January 2008
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Harvesting Image Databases from the Web
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2007 International Conference on Computer Vision | December 2007
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Learning priors for calibrating families of stereo cameras
  
  Andrew Fitzgibbon, Duncan Robertson, Antonio Criminisi, Srikumar Ramalingam, Andrew Blake
  
  2007 International Conference on Computer Vision | December 2007
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Photo clip art
  
  Jean-François Lalonde, Derek Hoiem, Alexei A. Efros, Carsten Rother, John Winn, Antonio Criminisi
  
  2007 International Conference on Computer Graphics and Interactive Techniques | July 2007
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication
- Tree-based Classifiers for Bilayer Video Segmentation
  
  Pei Yin, Antonio Criminisi, John Winn, M. Essa
  
  2007 Computer Vision and Pattern Recognition | June 2007
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Incorporating On-demand Stereo for Real Time Recognition
  
  T. Deselaers, Antonio Criminisi, John Winn, Ankur Agarwal
  
  2007 Computer Vision and Pattern Recognition | June 2007
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication
- Single-Histogram class models for image segmentation
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  2006 Indian Conference on Computer Vision, Graphics and Image Processing | December 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Discriminative Object Class Models of Appearance and Shape by Correlatons
  
  S. Savarese, Antonio Criminisi, John Winn
  
  2006 Computer Vision and Pattern Recognition | June 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Bilayer Segmentation of Live Video
  
  Antonio Criminisi, Geoffrey Cross, Andrew Blake, Vladimir Kolmogorov
  
  2006 Computer Vision and Pattern Recognition | June 2006
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- TextonBoost : joint appearance, shape and context modeling for multi-class object recognition and segmentation
  
  Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
  
  2006 European Conference on Computer Vision | May 2006
  
  DOI PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Object Class Recognition at a Glance
  
  John Winn, Antonio Criminisi
  
  2006 Computer Vision and Pattern Recognition | January 2006
  
  PDF PDF PDF Publication Publication
- Object categorization by learned universal visual dictionary
  
  John Winn, Antonio Criminisi, Tom Minka
  
  2005 International Conference on Computer Vision | October 2005
  
  DOI PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Bi-layer segmentation of binocular stereo video [Winner of Best paper Honorable Mention Award]
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  2005 Computer Vision and Pattern Recognition | June 2005
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- Did the great masters use optical projections while painting? Perspective comparison of paintings and photographs of Renaissance chandeliers
  
  Antonio Criminisi, D.G. Stork
  
  2004 International Conference on Pattern Recognition | August 2004
  
  DOI PDF Publication Publication Publication
- The SPS algorithm: patching figural continuity and transparency by Split-Patch Search
  
  Antonio Criminisi, Andrew Blake
  
  2004 Computer Vision and Pattern Recognition | July 2004
  
  DOI PDF Publication Publication Publication Publication Publication
- High-quality Image-based Interactive Exploration of Real-World Environments
  
  Matthew Uyttendaele, Antonio Criminisi, Sing Bing Kang, Simon Winder, Richard Hartley, Richard Szeliski
  
  IEEE Computer Graphics and Applications (CG&A) | May 2004
  
  PDF PDF Publication Publication
- Gaze Manipulation for One-to-one Teleconferencing
  
  Antonio Criminisi, Jamie Shotton, Andrew Blake, Philip H.S. Torr
  
  2003 International Conference on Computer Vision | October 2003
  
  PDF PDF PDF Publication Publication Publication Publication Publication
- Object removal by exemplar-based inpainting
  
  Antonio Criminisi, Patrick Perez, Kentaro Toyama
  
  2003 Computer Vision and Pattern Recognition | June 2003
  
  DOI PDF PDF PDF PDF PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Single-View Metrology: Algorithms and Applications (Invited Paper)
  
  Antonio Criminisi
  
  (DAGM) | September 2002
  
  DOI Publication Publication Publication
- On the Motion and Appearance of Specularities in Image Sequences
  
  Rahul Swaminathan, Shree B. Kang, Richard Szeliski, Antonio Criminisi, S.K. Nayar
  
  2002 European Conference on Computer Vision | May 2002
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Dense Stereo Using Pivoted Dynamic Programming
  
  Philip H.S. Torr, Antonio Criminisi
  
  2002 British Machine Vision Conference | January 2002
  
  Publication
- Single View Metrology
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  International Journal of Computer Vision | November 2000, Vol 40(2): pp. 123-148
  
  DOI Publication Publication Publication Publication Publication
- A plane measuring device
  
  Antonio Criminisi, I. Reid, A. Zisserman
  
  Image and Vision Computing | June 1999, Vol 17(8): pp. 625-634
  
  DOI PDF Publication Publication Publication Publication Publication
- Modeling health risks using neural network ensembles
  
  Brandon M. Smith, Antonio Criminisi, Noam Sorek, Yaar Harari, Neeraj Sood, Steven B. heymsfield
  
  Plos One | October 2024
  
  Publication
- Development and validation of an accurate smartphone application for measuring waist-to-hip circumference ratio
  
  Siddharth Choudhary, Ganesh Iyer, Brandon M. Smith, Jinjin Li, Mark Sippel, Antonio Criminisi, Steven B. Heymsfield
  
  NPJ Digital Medicine (Nature Portfolio) | September 2023, Vol 6(168)
  
  PDF
- Normalized sensitivity of multi-dimensional body composition biomarkers for risk change prediction
  
  Antonio Criminisi, N. Sorek, S. B. Heymsfield
  
  Scientific Reports [Nature Portfolio] | July 2022, Vol 12(12375)
  
  Publication
- Smartphone camera based assessment of adiposity: a validation study
  
  M. D. Majmudar, S. Chandra, K. Yakkala, S. Kennedy, A. Agrawal, M. Sippel, P. Ramu, A. Chaudhri, B. Smith, Antonio Criminisi, S. B. Heymsfield, F. C. Stanford
  
  NPJ Digital Medicine [Nature Portfolio] | June 2022, Vol 5(79)
  
  Publication
- Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI
  
  R. Tanno, D. E. Worrall, E. Kaden, A. Gosh, F. Grussu, A. Bizzi, S. N. Sotoripoulos, Antonio Criminisi, D. C. Alexander
  
  Neuroimage | January 2021
  
  Publication
- 3D Convolutional Neural Networks for Tumor Segmentation using Long-range 2D Context
  
  Pawel Mlynarski, Herve' Delingette, Antonio Criminisi, Nicholas Ayache
  
  Computerized Medical Imaging and Graphics | February 2019
  
  Publication Project
- Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features
  
  M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Aditya Nori, David Carter, Loic Le Folgoc, Antonio Criminisi, M. J. Nyflot
  
  Physics in Medicine and Biology | November 2018, Vol 63(23): pp. 235002-235002
  
  DOI PDF Publication
- Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition
  
  Jan Margeta, Antonio Criminisi, Rocio Cabrera Lozoya, Daniel C. Lee, Nicholas Ayache
  
  Computer methods in biomechanics and biomedical engineering. Imaging & visualization | September 2017, Vol 5(5): pp. 339-349
  
  DOI Publication Publication Publication Publication Publication Publication Publication
- Image Quality Transfer and Applications in Diffusion MRI
  
  Daniel C. Alexander, Darko Zikic, Aurobrata Gosh, Ryutaro Tanno, Viktor Wottschel, Jiaying Zhang, Enrico Kaden, Tim B. Dirby, Stamatios N. Sotiropoulos, Hui Zhang, Antonio Criminisi
  
  Neuroimage | March 2017
  
  Publication Project
- Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements.
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  Medical Image Analysis | January 2017, Vol 36: pp. 79-97
  
  PDF DOI Project
- Quantifying Registration Uncertainty with Sparse Bayesian Modeling
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  IEEE Transactions on Medical Imaging | December 2016
  
  Publication Project
- Machine Learning for Medical Image Analysis
  
  Antonio Criminisi
  
  Medical Image Analysis (MedIA) - 20th anniversary special edition | June 2016
  
  Publication
- Accuracy of Depth-Sensing Recordings in Classifying Expanded Disability Status Scale Subscores of Motor Dysfunction in Patients with Multiple Sclerosis (I8.004)
  
  Marcus DSouza, Jessica Burggraaff, Saskia Steinheimer, Peter Kontschieder, Cecily Morrison, Jonas Dorn, Samuel Rota Bulò, Tewarie P, Kristina Miciunaite, Abigail Sellen, Dahlke F, Antonio Criminisi, Kamm C, Bernard Uitdehaag, Ludwig Kappos
  
  Neurology | April 2016, Vol 86(16)
  
  Publication Publication Publication
- Assessing Multiple Sclerosis with Kinect: Designing Computer Vision Systems for Real-World Use
  
  Cecily Morrison, Kit Huckvale, Bob Corish, Jonas Dorn, Peter Kontschieder, Kenton O'Hara, ASSESS MS Team, Antonio Criminisi, Abigail Sellen
  
  Human-Computer Interaction | January 2016
  
  Publication Publication Project Project
- SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips
  
  Julien Valentin, Vibhav Vineet, Ming-Ming Cheng, David Kim, Jamie Shotton, Pushmeet Kohli, Matthias Nießner, Antonio Criminisi, Shahram Izadi, Philip Torr
  
  ACM Transactions on Graphics (TOG) | November 2015, Vol 34
  
  Publication Publication Video Project
- Prediction of expanded disability status scale subscores of motor dysfunction in multiple sclerosis using depth-sensing computer vision
  
  M. D'Souza, J. Burggraaff, P. Kontschieder, J. Dorn, C.P. Kamm, S. Seinheimer, P. Tewarie, C. Morrison, Abigail Sellen, Antonio Criminisi, F. Dahlke, B Uitdehaag, L. Kappos
  
  Multiple Sclerosis Journal | October 2015, Vol 21: pp. 409-409
  
  Publication Project
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
  
  Bjoern H. Menze, Andras Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth Gerstner, Marc-Andre Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Hervé Delingette, Cagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, Jose Antonio Mariz, Raphael Meier, Sergio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael Ryan, Duygu Sarikaya, Lawrence Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gabor Szekely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gozde Unal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, D. Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
  
  IEEE Transactions on Medical Imaging | September 2015, Vol 34(10): pp. 1993-2024
  
  DOI PDF PDF Project
- Finetuned convolutional neural nets for cardiac MRI acquisition plane recognition
  
  J. Margeta, Antonio Criminisi, R. Cabrera Lozoya, D. C. Lee, N. Ayache
  
  Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization | June 2015
  
  Publication Publication Project
- Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding
  
  Ben Glocker, Jamie Shotton, Antonio Criminisi, Shahram Izadi
  
  IEEE Transactions on Visualization and Computer Graphics | May 2015, Vol 21(5): pp. 571-583
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding
  
  Ben Glocker, Jamie Shotton, Antonio Criminisi, Shahram Izadi
  
  IEEE Transactions on Visualization and Computer Graphics | May 2015, Vol 21(5): pp. 571-583
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Touchless interaction in surgical settings
  
  Tom Carrell, Helena Mentis, Graeme Penney, Antonio Criminisi, Kenton O'Hara, Abigail Sellen, Mark Rouncefield, Neville Dastur, Varnavas, Bob Corish
  
  Communications of the ACM | December 2014
  
  Publication Video Project Project
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
  
  Bjoern H. Menze, Andras Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth Gerstner, Marc-Andre Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Hervé Delingette, Cagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, Jose Antonio Mariz, Raphael Meier, Sergio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Antonio Criminisi, Michael Ryan, Duygu Sarikaya, Lawrence Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gabor Szekely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gozde Unal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, D. Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
  
  IEEE Transactions on Medical Imaging | October 2014, Vol 34(10): pp. 1993-2024
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Video-based paired-comparison ranking: A validation tool for fine grained measures of motor dysfunction in multiple sclerosis
  
  Burggraaf J, D Souza M, Dorn J, Kamm C, Tewarie P, Kontschieder P, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Kappos L, Uitdehaag B
  
  European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS) | September 2014
  
  Publication Project Project
- Learning to be a Depth Camera for Close-Range Human Capture and Interaction [Best Demo Honorable Mention Award]
  
  Sean Fanello, Cem Keskin, Shahram Izadi, Pushmeet Kohli, David Kim, David Sweeney, Antonio Criminisi, Jamie Shotton, Sing Bing Kang, Tim Paek
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2014 | July 2014, Vol 33
  
  Publication Publication Publication Video Project
- Encoding Atlases by Randomized Classification Forests for Efficient Multi-Atlas Label Propagation
  
  Darko Zikic, B. Glocker, Antonio Criminisi
  
  Medical Image Analysis | June 2014
  
  Publication Project
- Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery
  
  Kenton O'Hara, Gerardo Gonzalez, Graeme Penney, Abigail Sellen, Bob Corish, Helena Mentis, Andreas Varnavas, Antonio Criminisi, Mark Rouncefield, Neville Dastur, Tom Carrell
  
  Journal of Computer Supported Cooperative Work | June 2014, Vol 23(3): pp. 299-337
  
  Publication Project
- Touchless interaction in surgery
  
  Kenton O'Hara, Gerardo Gonzalez, Abigail Sellen, Graeme Penney, Andreas Varnavas, Helena Mentis, Antonio Criminisi, Robert Corish, Mark Rouncefield, Neville Dastur, Tom Carrell
  
  Communications of The ACM | January 2014, Vol 57(1): pp. 70-77
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication
- Efficient Human Pose Estimation from Single Depth Images
  
  Jamie Shotton, Ross Girshick, Andrew Fitzgibbon, Toby Sharp, Mat Cook, Mark Finocchio, Richard Moore, Pushmeet Kohli, Antonio Criminisi, Alex Kipman, Andrew Blake
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2013, Vol 35(12): pp. 2821-2840
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Whole-body anatomy localization via classification and regression forests.
  
  Bjoern H. Menze, Georg Langs, Zhuowen Tu, Antonio Criminisi
  
  Medical Image Analysis | December 2013, Vol 17(8): pp. 1282
  
  DOI Publication Publication Publication Publication
- Regression forests for efficient anatomy detection and localization in computed tomography scans
  
  Antonio Criminisi, Duncan Robertson, Ender Konukoglu, Jamie Shotton, Sayan D. Pathak, Steve White, Khan M. Siddiqui
  
  Medical Image Analysis | December 2013, Vol 17(8): pp. 1293-1303
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Neighbourhood approximation using randomized forests [Best Paper Award]
  
  Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi
  
  Medical Image Analysis | October 2013, Vol 17(7): pp. 790-804
  
  DOI PDF PDF Publication Publication Publication Publication Publication
- WESD–Weighted Spectral Distance for Measuring Shape Dissimilarity
  
  Ender Konukoglu, Ben Glocker, Antonio Criminisi, K. M. Pohl
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | September 2013, Vol 35(9): pp. 2284-2297
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Discriminative Segmentation-Based Evaluation Through Shape Dissimilarity
  
  Ender Konukoglu, Ben Glocker, Dong Hye Ye, Antonio Criminisi, K. M. Pohl
  
  IEEE Transactions on Medical Imaging | September 2012, Vol 31(12): pp. 2278-2289
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Linking DICOM pixel data with radiology reports using automatic semantic annotation
  
  Sayan D. Pathak, Woojin Kim, Indeera Munasinghe, Antonio Criminisi, Steve White, Khan Siddiqui
  
  Proceedings of SPIE | February 2012, Vol 8319: pp. 85-90
  
  DOI PDF Publication Publication Publication Publication
- Comparative analysis of semantic localization accuracies between adult and pediatric DICOM CT images
  
  Duncan Robertson, Sayan D. Pathak, Antonio Criminisi, Steve White, David R. Haynor, Oliver Chen, Khan M. Siddiqui
  
  Proceedings of SPIE | February 2012, Vol 8319
  
  DOI PDF Publication Publication Publication Publication
- Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images.
  
  Ezequiel Geremia, Olivier Clatz, Bjoern H. Menze, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  NeuroImage | July 2011, Vol 57(2): pp. 378-390
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Harvesting Image Databases from the Web
  
  F. Schroff, Antonio Criminisi, A. Zisserman
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2011, Vol 33(4): pp. 754-766
  
  DOI Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Robust linear registration of CT images using random regression forests
  
  Ender Konukoglu, Antonio Criminisi, Sayan D. Pathak, Duncan Robertson, Steve White, David R. Haynor, Khan M. Siddiqui
  
  Proceedings of SPIE | March 2011, Vol 7962(31): pp. 608-615
  
  DOI PDF Publication Publication Publication Publication Publication
- Automatic Semantic Annotation and Validation of Anatomy in DICOM CT Images
  
  Sayan D. Pathak, Antonio Criminisi, S. White, Indeera Munasinghe, B. Sparks, Duncan Robertson, Khan M. Siddiqui
  
  Proceedings of SPIE | February 2011
  
  PDF Publication Publication
- Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers
  
  Pei Yin, Antonio Criminisi, John Winn, I A Essa
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2011, Vol 33(1): pp. 30-42
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Geodesic image and video editing
  
  Antonio Criminisi, Toby Sharp, Carsten Rother, Patrick Perez
  
  ACM Transactions on Graphics | November 2010, Vol 29(5): pp. 134
  
  DOI PDF Publication Publication Publication Publication Publication
- Epitomic Location Recognition
  
  Kai Ni, A. Kannan, Antonio Criminisi, John Winn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009, Vol 31(12): pp. 2158-2167
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context
  
  Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
  
  International Journal of Computer Vision | January 2009, Vol 81(1): pp. 2-23
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  International Journal of Computer Vision | February 2008, Vol 76(2): pp. 107-107
  
  DOI Publication Publication Publication
- Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation
  
  Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother
  
  International Journal of Computer Vision | February 2008, Vol 76(2): pp. 107-107
  
  DOI Publication Publication Publication
- Extracting layers and analyzing their specular properties using epipolar-plane-image analysis
  
  Antonio Criminisi, Sing Bing Kang, Rahul Swaminathan, Richard Szeliski, P. Anandan
  
  Computer Vision and Image Understanding | January 2005, Vol 97(1): pp. 51-85
  
  DOI PDF Publication Publication Publication Publication Publication Publication
- Dense stereo using pivoted dynamic programming
  
  Antonio Criminisi, Philip H.S. Torr
  
  Image and Vision Computing | September 2004, Vol 22(10): pp. 795-806
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication
- Region filling and object removal by exemplar-based image inpainting
  
  Antonio Criminisi, Patrick Perez, Kentaro Toyama
  
  IEEE Transactions on Image Processing | September 2004, Vol 13(9): pp. 1200-1212
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication Publication
- Reflections of Reality in Jan van Eyck and Robert Campin
  
  Antonio Criminisi, Martin Kemp, Sing Bing Kang
  
  Historical methods: A journal of quantitative and interdisciplinary history | July 2004, Vol 37(3): pp. 109-122
  
  DOI Publication Publication Publication Publication
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images
  
  Antonio Criminisi
  
  September 2001
  
  PDF Publication Publication Publication Publication Publication
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images [Winner of The British Computer Society Distinguished Dissertation Award 2000]
  
  Antonio Criminisi
  
  Published by Springer-Verlag | September 2001
  
  Publication Publication
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images
  
  Antonio Criminisi
  
  Published by University of Oxford | December 2000
  
  PhD (DPhil) thesis
  
  PDF Publication Publication Publication Publication Publication
- Decision Forests for Computer Vision and Medical Image Analysis
  
  Antonio Criminisi, Jamie Shotton
  
  Published by Springer Publishing Company, Incorporated | January 2013
  
  DOI Publication Publication Publication Publication
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold, Learning and Semi-supervised Learning
  
  Antonio Criminisi, Jamie Shotton, Ender Konukoglu
  
  March 2012
  
  PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Modelling and using Uncertainties in Video Metrology
  
  Antonio Criminisi
  
  July 1997
  
  PDF Publication Publication
- Deep Learning with Mixed Supervision for Brain Tumor Segmentation
  
  Pawel Mlynarski, Herve' Delingette, Antonio Criminisi, Nicholas Ayache
  
  December 2018
  
  Publication Project
- Generalisability of Image Quality Transfer: Can we approximate in-vivo human brains from dead monkey brains?
  
  Aurobrata Ghosh, V. Wottschel, Enrico Kaden, H. Zhang, Stamatios N. Sotiropoulos, D. Zikic, T. B. Dyrby, Antonio Criminisi, Daniel C. Alexander
  
  April 2016
  
  Publication Project Project
- Decision Forests, Convolutional Networks and the Models in-Between
  
  Yani Ioannou, Duncan Robertson, D. Zikic, Peter Kontschieder, Jamie Shotton, Matthew Brown, Antonio Criminisi
  
  March 2016
  
  DOI Publication Project Project
- Usability and acceptability of ASSESS MS: a system to support the assessment of motor dysfunction in Multiple Sclerosis using depth-sensing computer vision
  
  Cecily Morrison, Marcus DSouza, Kit Huckvale, Jonas Dorn, Jessica Burggraaff, Kamm C, Saskia Steinheimer, Peter Kontschieder, Antonio Criminisi, Bernard Uitdehaag, Dahlke F, Ludwig Kappos, Abigail Sellen
  
  May 2015
  
  Publication Publication
- Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis – a proof-of-concept study
  
  Burggraaf J, Kamm C, Tewarie P, Peter Kontschieder, Dorn J, Cecily Morrison, Vogel T, Abigail Sellen, Machacek M, Chin P, Antonio Criminisi, Dahlke F, Uitdehaag B, Kappos L
  
  August 2014
  
  Publication Project Project
- Multi-Atlas Label Propagation with Atlas Encoding by Randomized Forests [Special Left Field Award]
  
  D. Zikic, Ben Glocker, Antonio Criminisi
  
  September 2013
  
  PDF Publication Publication
- Entanglement and Differentiable Information Gain Maximization
  
  Albert Montillo, J. Tu, Jamie Shotton, John Winn, J. E. Iglesias, D. N. Metaxas, Antonio Criminisi
  
  January 2013
  
  DOI Publication Publication Publication Publication
- Classification Forests for Semantic Segmentation of Brain Lesions in Multi-channel MRI
  
  Ezequiel Geremia, D. Zikic, Olivier Clatz, Bjoern H. Menze, Ben Glocker, Ender Konukoglu, Jamie Shotton, Owen M. Thomas, Stephen J. Price, Tilak Das, Raj Jena, Nicholas Ayache, Antonio Criminisi
  
  January 2013
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Anatomy Detection and Localization in 3D Medical Images
  
  Antonio Criminisi, Duncan Robertson, O Pauly, Ben Glocker, Ender Konukoglu, Jamie Shotton, Diana Mateus, G D Martinez Möller, Stephan Nekolla, N Navab
  
  January 2013
  
  DOI Publication Publication Publication Publication Publication
- Current-Based 4d shape analysis for the mechanical personalization of heart models
  
  Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache
  
  October 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication
- Brain tumor cell density estimation from multi-modal MR images based on a synthetic tumor growth model
  
  Ezequiel Geremia, Bjoern H. Menze, Marcel Prastawa, M. A. Weber, Antonio Criminisi, Nicholas Ayache
  
  October 2012
  
  DOI PDF Publication Publication Publication Publication Publication Publication Publication
- Immediate ROI Search for 3D Medical Images
  
  K. Simonyan, M. Modat, S. Ourselin, Antonio Criminisi, A. Zisserman
  
  October 2012
  
  Publication
- Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data
  
  Jan Margeta, Ezequiel Geremia, Antonio Criminisi, Nicholas Ayache
  
  September 2012
  
  DOI PDF PDF Publication Publication Publication Publication Publication Publication Publication Publication
- Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Ender Konukoglu, Jamie Shotton
  
  October 2011
  
  PDF Publication Publication
- Geodesic Forests for Image Editing
  
  Toby Sharp, Antonio Criminisi, Patrick Perez
  
  August 2011
  
  Publication Publication
- Mobile Cloud-Computer-aided Diagnosis System for Colon Cancer Screening with Motion-based Virtual Colonoscopic Navigation
  
  H. Yoshida, Y. Wu, W. Cai, J. J. Nappi, M. Hirano, Antonio Criminisi
  
  January 2011
  
  Publication Publication
- Volume Rendering on Server GPUs for Enterprise-Scale Medical Applications
  
  Toby Sharp, Duncan Robertson, Antonio Criminisi
  
  June 2010
  
  PDF Publication Publication
- Anatomy-Driven Medical Image Search
  
  K. Simonyan, A. Zisserman, Antonio Criminisi
  
  January 2010
  
  Publication Publication
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans
  
  Antonio Criminisi, Albert Montillo, Jamie Shotton, Sayan D. Pathak, John Winn, Khan M. Siddiqui
  
  January 2010
  
  Publication Publication
- Interactive Geodesic Segmentation of n-Dimensional Medical Images on the Graphics Processor
  
  Antonio Criminisi, Toby Sharp, Khan M. Siddiqui
  
  December 2009
  
  PDF Publication Publication
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli, Khan M. Siddiqui
  
  December 2009
  
  PDF Publication Publication
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes
  
  Antonio Criminisi, Jamie Shotton, S. Bucciarelli
  
  January 2009
  
  PDF Publication Publication
- Geodesic image and video processing
  
  Antonio Criminisi, Toby Sharp
  
  May 2008
  
  Publication Publication
- C-Slate: Exploring Remote Collaboration on Horizontal Multi-touch Surfaces
  
  Shahram Izadi, Ankur Agarwal, Antonio Criminisi, John Winn, Andrew Blake, Andrew Fitzgibbon
  
  January 2007
  
  Publication Publication
- Efficient Dense Stereo with Occlusion for New View-Synthesis by Four-State Dynamic Programming
  
  Antonio Criminisi, Jamie Shotton, Andrew Blake, Carsten Rother, Philip H.S. Torr
  
  January 2007
  
  PDF Publication Publication
- Computer vision and painter’s visions in Italian and Netherlandish art of the fifteenth century
  
  Antonio Criminisi, Martin Kemp
  
  January 2006
  
  Publication Publication
- Paolo Uccello’s “Rout of San Romano”: Order from Chaos
  
  Antonio Criminisi, Martin Kemp
  
  January 2005
  
  PDF PDF Publication Publication
- Digital Art History: A subject in transition
  
  Antonio Criminisi, Martin Kemp, A. Zisserman
  
  January 2005
  
  Publication Publication
- High-quality Image-based Interactive Exploration of Real-World Environments
  
  Matthew Uyttendaele, Antonio Criminisi, Sing Bing Kang, Simon Winder, Richard Hartley, Richard Szeliski
  
  May 2004
  
  PDF PDF Publication Publication
- Estimating uncertainty in dense stereo disparity maps
  
  Andrew Blake, Philip H.S. Torr, Ingemar Cox, Antonio Criminisi
  
  March 2003
  
  PDF Publication Publication
- Reflections of Reality in Jan van Eyck and Robert Campin
  
  Antonio Criminisi, Martin Kemp, Sing Bing Kang
  
  January 2003
  
  PDF Publication
- Bringing Pictorial Space to Life: computer techniques for the analysis of paintings
  
  Antonio Criminisi, Martin Kemp, A. Zisserman
  
  January 2002
  
  PDF Publication Publication
- Decision Forests, Convolutional Networks and the Models In-Between
  
  Y. Ioannou, D. Robertson, D. Zikic, P. Kontschieder, Jamie Shotton, M. Brown, Antonio Criminisi (acriminisi)
  
  MSR-TR-2015-94 | April 2015
  
  Published by Microsoft
  
  Publication

Antonio Criminisi

Publications

DAViD: Data-efficient and Accurate Vision Models from Synthetic Data

VoluMe – Authentic 3D Video Calls from Live Gaussian Splat Prediction

Hairmony: Fairness-aware hairstyle classification

Modeling health risks using neural network ensembles

An Equal Seat at the Table: Exploring Videoconferencing with Shared Spatial Context combined with 3D Video Representations

Development and validation of an accurate smartphone application for measuring waist-to-hip circumference ratio

Normalized sensitivity of multi-dimensional body composition biomarkers for risk change prediction

Smartphone camera based assessment of adiposity: a validation study

Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI

3D Convolutional Neural Networks for Tumor Segmentation using Long-range 2D Context

Deep Learning with Mixed Supervision for Brain Tumor Segmentation

Deep Decision Forests of Radiomic Features for Automatic Contouring of Pelvic Anatomy for Prostate Radiotherapy

Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features

Autofocus Layer for Semantic Segmentation

Adaptive Neural Trees

Semi-Supervised Learning via Compact Latent Space Clustering

Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution

Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition

Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups

Unsupervised domain adaptation in brain lesion segmentation with adversarial networks

Spectral Kernels for Probabilistic Analysis and Clustering of Shapes

Image Quality Transfer and Applications in Diffusion MRI

Deep Roots: Improving CNN Efficiency by Learning a Basis for Filter Dependencies

Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements.

Quantifying Registration Uncertainty with Sparse Bayesian Modeling

Bayesian Image Quality Transfer

DeepMedic for Brain Tumor Segmentation

Lifted Auto-Context Forests for Brain Tumour Segmentation

Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information

Report on the Cloud-Based Evaluation Approaches Workshop 2015

Machine Learning for Medical Image Analysis

Deep Neural Decision Forests

Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information

Refining Architectures of Deep Convolutional Neural Networks

Measuring Neural Net Robustness with Constraints

Generalisability of Image Quality Transfer: Can we approximate in-vivo human brains from dead monkey brains?

Training Convolutional Neural Networks with Low-rank Filters for Efficient Image Classification

Accuracy of Depth-Sensing Recordings in Classifying Expanded Disability Status Scale Subscores of Motor Dysfunction in Patients with Multiple Sclerosis (I8.004)

Decision Forests, Convolutional Networks and the Models in-Between

Assessing Multiple Sclerosis with Kinect: Designing Computer Vision Systems for Real-World Use

Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound

Deep Neural Decision Forests [Winner of the David Marr Prize 2015]

SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips

Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation

Prediction of expanded disability status scale subscores of motor dysfunction in multiple sclerosis using depth-sensing computer vision

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

Finetuned convolutional neural nets for cardiac MRI acquisition plane recognition

Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding

Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding

Usability and acceptability of ASSESS MS: a system to support the assessment of motor dysfunction in Multiple Sclerosis using depth-sensing computer vision

Voice or Gesture in the Operating Room

Decision Forests, Convolutional Networks and the Models In-Between

Touchless interaction in surgical settings

Decision Forests for Segmentation of Left Atrium From 3D MRI

Segmentation of Brain Tumor Tissues with Convolutional Neural Networks

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

Classifier-Based Multi-atlas Label Propagation with Test-Specific Atlas Weighting for Correspondence-Free Scenarios

Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos

Video-based paired-comparison ranking: A validation tool for fine grained measures of motor dysfunction in multiple sclerosis

Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis – a proof-of-concept study

Learning to be a Depth Camera for Close-Range Human Capture and Interaction [Best Demo Honorable Mention Award]

Filter Forests for Learning Data-Dependent Convolutional Kernels

Encoding Atlases by Randomized Classification Forests for Efficient Multi-Atlas Label Propagation

Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery

Assessment of Disability in Multiple Sclerosis Using the Kinect-Camera System: A Proof-of-Concept Study

Image Quality Transfer via Random Forest Regression: Applications in Diffusion MRI

Laplacian Forests: Semantic Image Segmentation by Guided Bagging

Recognizing Cardiac Magnetic Resonance Acquisition Planes

Sparse Bayesian Registration

Touchless interaction in surgery

Real-time RGB-D camera relocalization

Decision Jungles: Compact and Rich Models for Classification

Efficient Human Pose Estimation from Single Depth Images

Regression forests for efficient anatomy detection and localization in computed tomography scans

Whole-body anatomy localization via classification and regression forests.

Neighbourhood approximation using randomized forests [Best Paper Award]

Atlas encoding by randomized forests for efficient label propagation [Young Scientist Award].

Modality propagation: coherent synthesis of subject-specific scans with data-driven regularization.