Decision Forests

Établi : July 25, 2012

Publications

Afficher par:

- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- GeoF: Geodesic Forests for Learning Coupled Predictors
  
  P. Kontschieder, Pushmeet Kohli, Jamie Shotton, Antonio Criminisi
  
  Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on | June 2013
  
  ISBN: 978-0-7695-4989-7
  
  Publication Publication Projet
- Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
  
  Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew Fitzgibbon
  
  Proc. Computer Vision and Pattern Recognition (CVPR) | June 2013
  
  Publication Projet Projet
- Decision Forests for Computer Vision and Medical Image Analysis
  
  A. Criminisi, J. Shotton, Antonio Criminisi, Jamie Shotton
  
  Published by Springer | February 2013
  
  ISBN: 978-1-4471-4928-6
  
  http://research.microsoft.com/en-us/projects/decisionforests/
  
  Publication Projet Projet
- Regression Forests for Efficient Anatomy Detection and Localization in Computed Tomography Scans
  
  Antonio Criminisi, Duncan Robertson, Ender Konukoglu, Jamie Shotton, S. Pathak, S. White, K. Siddiqui
  
  Medical Image Analysis (MedIA) | January 2013
  
  Publication Publication Projet
- Image Segmentation Using Hardware Forest Classifiers
  
  Neil Pittman, Alessandro Forin, Antonio Criminisi, Jamie Shotton, Atabak Mahram
  
  Intl Symp. on Field-Programmable Custom Computing Machines (FCCM) | January 2013
  
  Publication Projet
- Neighbourhood Approximation using Randomized Forests
  
  Ender Konukoglu, Ben Glocker, Darko Zikic, Antonio Criminisi
  
  Medical Image Analysis (Medical Image Analysis - MICCAI 2013 Best Paper Award) | January 2013
  
  Publication Projet
- Context-Sensitive Decision Forests for Object Detection
  
  Peter Kontschieder, Samuel Rota Bulo, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof
  
  NIPS'12 Proceedings of the 25th International Conference on Neural Information Processing Systems | December 2012
  
  Neural Information Processing Systems (NIPS)
  
  Publication Projet
- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans
  
  Ben Glocker, J. Feulner, Antonio Criminisi, D. R. Haynor, Ender Konukoglu
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention
  
  The pdf is a modified version of the original publication. Typos in Eq. 1 and 3 have been corrected.
  
  Publication Publication Projet
- Brain tumor cell density estimation from multi-modal MR images based on a synthetic tumor growth model
  
  E. Geremia, B. Menze, M. Prastawa, M.-A. Weber, Antonio Criminisi, N. Ayache
  
  MICCAI workshop on Medical Computer Vision (MCV) | October 2012
  
  Publication Projet
- Decision Forests for Tissue-specific Segmentation of High-grade Gliomas in Multi-channel MR
  
  Antonio Criminisi, Darko Zikic, Ender Konukoglu, Ben Glocker, Jamie Shotton
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  Publication Publication Projet
- Joint Classification-Regression Forests for Spatially Structured Multi-Object Segmentation
  
  Ben Glocker, Olivier Pauly, Ender Konukoglu, Antonio Criminisi
  
  ECCV 2012 - 12th European Conference on Computer Vision | October 2012
  
  Publication Publication Projet
- Neighbourhood Approximation Forests
  
  Ender Konukoglu, Ben Glocker, Darko Zikic, Antonio Criminisi
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  Publication Publication Projet
- Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data
  
  J. Margeta, E. Geremia, A. Criminisi, N. Ayache, Antonio Criminisi
  
  MICCAI workshop: Statistical Atlases and Computational Models of the Heart (STACOM) | September 2012
  
  Publication Projet
- Action Points: A Representation for Low-latency Online Human Action Recognition
  
  Sebastian Nowozin, Jamie Shotton
  
  MSR-TR-2012-68 | July 2012
  
  Publié par Microsoft Research Cambridge
  
  Publication
- The Vitruvian Manifold: Inferring Dense Correspondences for One-Shot Human Pose Estimation
  
  Jonathan Taylor, Jamie Shotton, Toby Sharp, Andrew Fitzgibbon
  
  Proc. CVPR | June 2012
  
  Publication Publication Publication Projet
- Comparative Analysis of Semantic Localization Accuracies Between Adult and Pediatric DICOM CT Images
  
  Duncan Robertson, Sayan D. Pathak, Antonio Criminisi, Steve White, David Haynor, Oliver Chen, Khan Siddiqui
  
  SPIE Medical Imaging | January 2012
  
  Publication Projet
- Conditional Regression Forests for Human Pose Estimation
  
  Min Sun, Pushmeet Kohli, Jamie Shotton
  
  Proc. CVPR | January 2012
  
  Proc. CVPR
  
  Publication Publication Projet
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Jamie Shotton, Ender Konukoglu
  
  Foundations and Trends® in Computer Graphics and Vision | Publié par NOW Publishers | 2012, Vol 7 | Foundations and Trends® in Computer Graphics and Vision: Vol. 7: No 2-3, pp 81-227 edition
  
  Publication Projet Projet
- Linking DICOM Pixel Data with Radiology Reports Using Automatic Semantic Annotation
  
  Sayan D. Pathak, Woojin Kim, Indeera Munasinghe, Antonio Criminisi, Steve White, Khan Siddiqui
  
  SPIE Medical Imaging | January 2012
  
  Publication Projet
- Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Ender Konukoglu, Jamie Shotton
  
  MSR-TR-2011-114 | October 2011
  
  Publication Projet
- Efficient Regression of General-Activity Human Poses from Depth Images
  
  Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
  
  ICCV | October 2011
  
  Publication Publication Publication Projet Projet
- A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images
  
  Antonio Criminisi, K. Juluru, S. Pathak
  
  MICCAI | September 2011
  
  Publication Projet
- Fast Multiple Organs Detection and Localization in Whole-Body MR Dixon Sequences
  
  O. Pauly, B. Glocker, A. Criminisi, N. Navab, D. Mateus, A. Martinez Moller, S. Nekolla, Antonio Criminisi, Ben Glocker
  
  MICCAI 2011 - 14th International Conference on Medical Image Computing and Computer Assisted Intervention | September 2011
  
  Publication Projet
- Combining Generative and Discriminative Models for Semantic Segmentation of CT Scans via Active learning
  
  A. Montillo, Z. Tu, Antonio Criminisi, J. E. Iglesias, E. Konukoglu, Ender Konukoglu
  
  Information Processing in Medical Imaging (IPMI) | July 2011
  
  Germany
  
  Publication Projet
- Entangled Decision Forests and their Application for Semantic Segmentation of CT Images
  
  A. Montillo, J. E. Iglesias, John Winn, Antonio Criminisi, D. Metaxas, Jamie Shotton
  
  Information Processing in Medical Imaging (IPMI) | July 2011
  
  Information Processing in Medical Imaging (IPMI)
  
  Bavaria, Germany
  
  Publication Projet
- Real-Time Human Pose Recognition in Parts from a Single Depth Image
  
  Jamie Shotton, Andrew Fitzgibbon, Andrew Blake, Alex Kipman, Mark Finocchio, Bob Moore, Toby Sharp
  
  CVPR | June 2011
  
  CVPR Best Paper Award
  
  Publication Publication Publication Publication Vidéo Projet
- Robust Linear Registration of CT Images using Random Regression Forests
  
  Ender Konukoglu, Antonio Criminisi, Sayan Pathak, Duncan Robertson, Steve White, David Haynor, Khan Siddiqui
  
  SPIE Medical Imaging | February 2011
  
  Publication Publication Projet
- Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel Magnetic Resonance
  
  E. Geremia, O. Clatz, B. H. Menze, E. Konukoglu, A. Criminisi, N. Ayache, Antonio Criminisi
  
  NeuroImage | January 2011
  
  Publication Projet
- Regression Forests for Efficient Anatomy Detection and Localization in CT Studies
  
  Antonio Criminisi, Jamie Shotton, D. Robertson, Ender Konukoglu
  
  Medical Computer Vision 2010: Recognition Techniques and Applications in Medical Imaging, MICCAI workshop | September 2010
  
  Publication Publication Projet
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans
  
  Antonio Criminisi, A. Montillo, Jamie Shotton, S. Pathak, John Winn, K. Siddiqui
  
  Radiological Society of North America (RSNA) | January 2010
  
  Publication Projet
- Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images
  
  Ezequiel Geremia, Bjoern H. Menze, Oilivierr Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  MICCAI | January 2010
  
  Publication Publication Projet
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli, Khan Siddiqui
  
  Radiological Society of North America (RSNA) | December 2009
  
  Publication Publication Projet Projet
- Random Forest Classification for Automatic Delineation of Myocardium in Real-time 3D Echocardiography
  
  Victor Lempitsky, Michael Veroek, Alison Noble, Andrew Blake
  
  FIMH 2009 [best paper award] | June 2009
  
  best paper award
  
  Publication Projet
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli
  
  MICCAI workshop on Probabilistic Models for Medical Image Analysis (MICCAI-PMMIA) | January 2009
  
  Publication Publication Projet Projet
- Discriminative, Semantic Segmentation of Brain Tissue in MR Images
  
  Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake
  
  MICCAI 2009 | January 2009
  
  MICCAI 2009
  
  Publication Projet
- Semantic Texton Forests for Image Categorization and Segmentation
  
  Jamie Shotton, Matthew Johnson, Roberto Cipolla
  
  Proc. IEEE CVPR | June 2008
  
  Best Demo Award
  
  Publication Publication Projet
- Object Class Segmentation using Random Forests
  
  Florian Schroff, Antonio Criminisi, Andrew Zisserman
  
  Proc. British Machine Vision Conference (BMVC) | January 2008
  
  Proc. British Machine Vision Conference (BMVC)
  
  Publication Projet

- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- GeoF: Geodesic Forests for Learning Coupled Predictors
  
  P. Kontschieder, Pushmeet Kohli, Jamie Shotton, Antonio Criminisi
  
  Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on | June 2013
  
  ISBN: 978-0-7695-4989-7
  
  Publication Publication Projet
- Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
  
  Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew Fitzgibbon
  
  Proc. Computer Vision and Pattern Recognition (CVPR) | June 2013
  
  Publication Projet Projet
- Decision Forests for Computer Vision and Medical Image Analysis
  
  A. Criminisi, J. Shotton, Antonio Criminisi, Jamie Shotton
  
  Published by Springer | February 2013
  
  ISBN: 978-1-4471-4928-6
  
  http://research.microsoft.com/en-us/projects/decisionforests/
  
  Publication Projet Projet
- Regression Forests for Efficient Anatomy Detection and Localization in Computed Tomography Scans
  
  Antonio Criminisi, Duncan Robertson, Ender Konukoglu, Jamie Shotton, S. Pathak, S. White, K. Siddiqui
  
  Medical Image Analysis (MedIA) | January 2013
  
  Publication Publication Projet
- Image Segmentation Using Hardware Forest Classifiers
  
  Neil Pittman, Alessandro Forin, Antonio Criminisi, Jamie Shotton, Atabak Mahram
  
  Intl Symp. on Field-Programmable Custom Computing Machines (FCCM) | January 2013
  
  Publication Projet
- Neighbourhood Approximation using Randomized Forests
  
  Ender Konukoglu, Ben Glocker, Darko Zikic, Antonio Criminisi
  
  Medical Image Analysis (Medical Image Analysis - MICCAI 2013 Best Paper Award) | January 2013
  
  Publication Projet
- Context-Sensitive Decision Forests for Object Detection
  
  Peter Kontschieder, Samuel Rota Bulo, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof
  
  NIPS'12 Proceedings of the 25th International Conference on Neural Information Processing Systems | December 2012
  
  Neural Information Processing Systems (NIPS)
  
  Publication Projet
- Decision Forests for Tissue-specific Segmentation of High-grade Gliomas in Multi-channel MR
  
  Antonio Criminisi, Darko Zikic, Ender Konukoglu, Ben Glocker, Jamie Shotton
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  Publication Publication Projet
- Brain tumor cell density estimation from multi-modal MR images based on a synthetic tumor growth model
  
  E. Geremia, B. Menze, M. Prastawa, M.-A. Weber, Antonio Criminisi, N. Ayache
  
  MICCAI workshop on Medical Computer Vision (MCV) | October 2012
  
  Publication Projet
- Joint Classification-Regression Forests for Spatially Structured Multi-Object Segmentation
  
  Ben Glocker, Olivier Pauly, Ender Konukoglu, Antonio Criminisi
  
  ECCV 2012 - 12th European Conference on Computer Vision | October 2012
  
  Publication Publication Projet
- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans
  
  Ben Glocker, J. Feulner, Antonio Criminisi, D. R. Haynor, Ender Konukoglu
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention
  
  The pdf is a modified version of the original publication. Typos in Eq. 1 and 3 have been corrected.
  
  Publication Publication Projet
- Neighbourhood Approximation Forests
  
  Ender Konukoglu, Ben Glocker, Darko Zikic, Antonio Criminisi
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  Publication Publication Projet
- Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data
  
  J. Margeta, E. Geremia, A. Criminisi, N. Ayache, Antonio Criminisi
  
  MICCAI workshop: Statistical Atlases and Computational Models of the Heart (STACOM) | September 2012
  
  Publication Projet
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Jamie Shotton, Ender Konukoglu
  
  Foundations and Trends® in Computer Graphics and Vision | Publié par NOW Publishers | 2012, Vol 7 | Foundations and Trends® in Computer Graphics and Vision: Vol. 7: No 2-3, pp 81-227 edition
  
  Publication Projet Projet
- Linking DICOM Pixel Data with Radiology Reports Using Automatic Semantic Annotation
  
  Sayan D. Pathak, Woojin Kim, Indeera Munasinghe, Antonio Criminisi, Steve White, Khan Siddiqui
  
  SPIE Medical Imaging | January 2012
  
  Publication Projet
- Comparative Analysis of Semantic Localization Accuracies Between Adult and Pediatric DICOM CT Images
  
  Duncan Robertson, Sayan D. Pathak, Antonio Criminisi, Steve White, David Haynor, Oliver Chen, Khan Siddiqui
  
  SPIE Medical Imaging | January 2012
  
  Publication Projet
- Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Ender Konukoglu, Jamie Shotton
  
  MSR-TR-2011-114 | October 2011
  
  Publication Projet
- Efficient Regression of General-Activity Human Poses from Depth Images
  
  Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
  
  ICCV | October 2011
  
  Publication Publication Publication Projet Projet
- Fast Multiple Organs Detection and Localization in Whole-Body MR Dixon Sequences
  
  O. Pauly, B. Glocker, A. Criminisi, N. Navab, D. Mateus, A. Martinez Moller, S. Nekolla, Antonio Criminisi, Ben Glocker
  
  MICCAI 2011 - 14th International Conference on Medical Image Computing and Computer Assisted Intervention | September 2011
  
  Publication Projet
- A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images
  
  Antonio Criminisi, K. Juluru, S. Pathak
  
  MICCAI | September 2011
  
  Publication Projet
- Entangled Decision Forests and their Application for Semantic Segmentation of CT Images
  
  A. Montillo, J. E. Iglesias, John Winn, Antonio Criminisi, D. Metaxas, Jamie Shotton
  
  Information Processing in Medical Imaging (IPMI) | July 2011
  
  Information Processing in Medical Imaging (IPMI)
  
  Bavaria, Germany
  
  Publication Projet
- Combining Generative and Discriminative Models for Semantic Segmentation of CT Scans via Active learning
  
  A. Montillo, Z. Tu, Antonio Criminisi, J. E. Iglesias, E. Konukoglu, Ender Konukoglu
  
  Information Processing in Medical Imaging (IPMI) | July 2011
  
  Germany
  
  Publication Projet
- Robust Linear Registration of CT Images using Random Regression Forests
  
  Ender Konukoglu, Antonio Criminisi, Sayan Pathak, Duncan Robertson, Steve White, David Haynor, Khan Siddiqui
  
  SPIE Medical Imaging | February 2011
  
  Publication Publication Projet
- Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel Magnetic Resonance
  
  E. Geremia, O. Clatz, B. H. Menze, E. Konukoglu, A. Criminisi, N. Ayache, Antonio Criminisi
  
  NeuroImage | January 2011
  
  Publication Projet
- Regression Forests for Efficient Anatomy Detection and Localization in CT Studies
  
  Antonio Criminisi, Jamie Shotton, D. Robertson, Ender Konukoglu
  
  Medical Computer Vision 2010: Recognition Techniques and Applications in Medical Imaging, MICCAI workshop | September 2010
  
  Publication Publication Projet
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans
  
  Antonio Criminisi, A. Montillo, Jamie Shotton, S. Pathak, John Winn, K. Siddiqui
  
  Radiological Society of North America (RSNA) | January 2010
  
  Publication Projet
- Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images
  
  Ezequiel Geremia, Bjoern H. Menze, Oilivierr Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  MICCAI | January 2010
  
  Publication Publication Projet
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli, Khan Siddiqui
  
  Radiological Society of North America (RSNA) | December 2009
  
  Publication Publication Projet Projet
- Random Forest Classification for Automatic Delineation of Myocardium in Real-time 3D Echocardiography
  
  Victor Lempitsky, Michael Veroek, Alison Noble, Andrew Blake
  
  FIMH 2009 [best paper award] | June 2009
  
  best paper award
  
  Publication Projet
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli
  
  MICCAI workshop on Probabilistic Models for Medical Image Analysis (MICCAI-PMMIA) | January 2009
  
  Publication Publication Projet Projet
- Object Class Segmentation using Random Forests
  
  Florian Schroff, Antonio Criminisi, Andrew Zisserman
  
  Proc. British Machine Vision Conference (BMVC) | January 2008
  
  Proc. British Machine Vision Conference (BMVC)
  
  Publication Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- GeoF: Geodesic Forests for Learning Coupled Predictors
  
  P. Kontschieder, Pushmeet Kohli, Jamie Shotton, Antonio Criminisi
  
  Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on | June 2013
  
  ISBN: 978-0-7695-4989-7
  
  Publication Publication Projet
- Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
  
  Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew Fitzgibbon
  
  Proc. Computer Vision and Pattern Recognition (CVPR) | June 2013
  
  Publication Projet Projet
- Regression Forests for Efficient Anatomy Detection and Localization in Computed Tomography Scans
  
  Antonio Criminisi, Duncan Robertson, Ender Konukoglu, Jamie Shotton, S. Pathak, S. White, K. Siddiqui
  
  Medical Image Analysis (MedIA) | January 2013
  
  Publication Publication Projet
- Image Segmentation Using Hardware Forest Classifiers
  
  Neil Pittman, Alessandro Forin, Antonio Criminisi, Jamie Shotton, Atabak Mahram
  
  Intl Symp. on Field-Programmable Custom Computing Machines (FCCM) | January 2013
  
  Publication Projet
- Context-Sensitive Decision Forests for Object Detection
  
  Peter Kontschieder, Samuel Rota Bulo, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof
  
  NIPS'12 Proceedings of the 25th International Conference on Neural Information Processing Systems | December 2012
  
  Neural Information Processing Systems (NIPS)
  
  Publication Projet
- Decision Forests for Tissue-specific Segmentation of High-grade Gliomas in Multi-channel MR
  
  Antonio Criminisi, Darko Zikic, Ender Konukoglu, Ben Glocker, Jamie Shotton
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  Publication Publication Projet
- Action Points: A Representation for Low-latency Online Human Action Recognition
  
  Sebastian Nowozin, Jamie Shotton
  
  MSR-TR-2012-68 | July 2012
  
  Publié par Microsoft Research Cambridge
  
  Publication
- The Vitruvian Manifold: Inferring Dense Correspondences for One-Shot Human Pose Estimation
  
  Jonathan Taylor, Jamie Shotton, Toby Sharp, Andrew Fitzgibbon
  
  Proc. CVPR | June 2012
  
  Publication Publication Publication Projet
- Conditional Regression Forests for Human Pose Estimation
  
  Min Sun, Pushmeet Kohli, Jamie Shotton
  
  Proc. CVPR | January 2012
  
  Proc. CVPR
  
  Publication Publication Projet
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Jamie Shotton, Ender Konukoglu
  
  Foundations and Trends® in Computer Graphics and Vision | Publié par NOW Publishers | 2012, Vol 7 | Foundations and Trends® in Computer Graphics and Vision: Vol. 7: No 2-3, pp 81-227 edition
  
  Publication Projet Projet
- Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Ender Konukoglu, Jamie Shotton
  
  MSR-TR-2011-114 | October 2011
  
  Publication Projet
- Efficient Regression of General-Activity Human Poses from Depth Images
  
  Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
  
  ICCV | October 2011
  
  Publication Publication Publication Projet Projet
- Entangled Decision Forests and their Application for Semantic Segmentation of CT Images
  
  A. Montillo, J. E. Iglesias, John Winn, Antonio Criminisi, D. Metaxas, Jamie Shotton
  
  Information Processing in Medical Imaging (IPMI) | July 2011
  
  Information Processing in Medical Imaging (IPMI)
  
  Bavaria, Germany
  
  Publication Projet
- Real-Time Human Pose Recognition in Parts from a Single Depth Image
  
  Jamie Shotton, Andrew Fitzgibbon, Andrew Blake, Alex Kipman, Mark Finocchio, Bob Moore, Toby Sharp
  
  CVPR | June 2011
  
  CVPR Best Paper Award
  
  Publication Publication Publication Publication Vidéo Projet
- Regression Forests for Efficient Anatomy Detection and Localization in CT Studies
  
  Antonio Criminisi, Jamie Shotton, D. Robertson, Ender Konukoglu
  
  Medical Computer Vision 2010: Recognition Techniques and Applications in Medical Imaging, MICCAI workshop | September 2010
  
  Publication Publication Projet
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans
  
  Antonio Criminisi, A. Montillo, Jamie Shotton, S. Pathak, John Winn, K. Siddiqui
  
  Radiological Society of North America (RSNA) | January 2010
  
  Publication Projet
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli, Khan Siddiqui
  
  Radiological Society of North America (RSNA) | December 2009
  
  Publication Publication Projet Projet
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli
  
  MICCAI workshop on Probabilistic Models for Medical Image Analysis (MICCAI-PMMIA) | January 2009
  
  Publication Publication Projet Projet
- Discriminative, Semantic Segmentation of Brain Tissue in MR Images
  
  Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake
  
  MICCAI 2009 | January 2009
  
  MICCAI 2009
  
  Publication Projet
- Semantic Texton Forests for Image Categorization and Segmentation
  
  Jamie Shotton, Matthew Johnson, Roberto Cipolla
  
  Proc. IEEE CVPR | June 2008
  
  Best Demo Award
  
  Publication Publication Projet
- 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 Projet
- 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 Projet
- 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 Projet Projet
- Image Segmentation Using Hardware Forest Classifiers
  
  Neil Pittman, Alessandro Forin, Antonio Criminisi, Jamie Shotton, Atabak Mahram
  
  Intl Symp. on Field-Programmable Custom Computing Machines (FCCM) | January 2013
  
  Publication Projet
- Efficient Regression of General-Activity Human Poses from Depth Images
  
  Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
  
  ICCV | October 2011
  
  Publication Publication Publication Projet Projet
- Random Forest Classification for Automatic Delineation of Myocardium in Real-time 3D Echocardiography
  
  Victor Lempitsky, Michael Veroek, Alison Noble, Andrew Blake
  
  FIMH 2009 [best paper award] | June 2009
  
  best paper award
  
  Publication Projet

- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet Projet
- 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 Projet
- 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 Projet
- 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 Projet
- 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 Projet
- GeoF: Geodesic Forests for Learning Coupled Predictors
  
  P. Kontschieder, Pushmeet Kohli, Jamie Shotton, Antonio Criminisi
  
  Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on | June 2013
  
  ISBN: 978-0-7695-4989-7
  
  Publication Publication Projet
- Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
  
  Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew Fitzgibbon
  
  Proc. Computer Vision and Pattern Recognition (CVPR) | June 2013
  
  Publication Projet Projet
- Image Segmentation Using Hardware Forest Classifiers
  
  Neil Pittman, Alessandro Forin, Antonio Criminisi, Jamie Shotton, Atabak Mahram
  
  Intl Symp. on Field-Programmable Custom Computing Machines (FCCM) | January 2013
  
  Publication Projet
- Neighbourhood Approximation using Randomized Forests
  
  Ender Konukoglu, Ben Glocker, Darko Zikic, Antonio Criminisi
  
  Medical Image Analysis (Medical Image Analysis - MICCAI 2013 Best Paper Award) | January 2013
  
  Publication Projet
- Context-Sensitive Decision Forests for Object Detection
  
  Peter Kontschieder, Samuel Rota Bulo, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof
  
  NIPS'12 Proceedings of the 25th International Conference on Neural Information Processing Systems | December 2012
  
  Neural Information Processing Systems (NIPS)
  
  Publication Projet
- Decision Forests for Tissue-specific Segmentation of High-grade Gliomas in Multi-channel MR
  
  Antonio Criminisi, Darko Zikic, Ender Konukoglu, Ben Glocker, Jamie Shotton
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  Publication Publication Projet
- Brain tumor cell density estimation from multi-modal MR images based on a synthetic tumor growth model
  
  E. Geremia, B. Menze, M. Prastawa, M.-A. Weber, Antonio Criminisi, N. Ayache
  
  MICCAI workshop on Medical Computer Vision (MCV) | October 2012
  
  Publication Projet
- Joint Classification-Regression Forests for Spatially Structured Multi-Object Segmentation
  
  Ben Glocker, Olivier Pauly, Ender Konukoglu, Antonio Criminisi
  
  ECCV 2012 - 12th European Conference on Computer Vision | October 2012
  
  Publication Publication Projet
- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans
  
  Ben Glocker, J. Feulner, Antonio Criminisi, D. R. Haynor, Ender Konukoglu
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention
  
  The pdf is a modified version of the original publication. Typos in Eq. 1 and 3 have been corrected.
  
  Publication Publication Projet
- Neighbourhood Approximation Forests
  
  Ender Konukoglu, Ben Glocker, Darko Zikic, Antonio Criminisi
  
  MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer Assisted Intervention | October 2012
  
  Publication Publication Projet
- Layered Spatio-Temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data
  
  J. Margeta, E. Geremia, A. Criminisi, N. Ayache, Antonio Criminisi
  
  MICCAI workshop: Statistical Atlases and Computational Models of the Heart (STACOM) | September 2012
  
  Publication Projet
- The Vitruvian Manifold: Inferring Dense Correspondences for One-Shot Human Pose Estimation
  
  Jonathan Taylor, Jamie Shotton, Toby Sharp, Andrew Fitzgibbon
  
  Proc. CVPR | June 2012
  
  Publication Publication Publication Projet
- Conditional Regression Forests for Human Pose Estimation
  
  Min Sun, Pushmeet Kohli, Jamie Shotton
  
  Proc. CVPR | January 2012
  
  Proc. CVPR
  
  Publication Publication Projet
- Linking DICOM Pixel Data with Radiology Reports Using Automatic Semantic Annotation
  
  Sayan D. Pathak, Woojin Kim, Indeera Munasinghe, Antonio Criminisi, Steve White, Khan Siddiqui
  
  SPIE Medical Imaging | January 2012
  
  Publication Projet
- Comparative Analysis of Semantic Localization Accuracies Between Adult and Pediatric DICOM CT Images
  
  Duncan Robertson, Sayan D. Pathak, Antonio Criminisi, Steve White, David Haynor, Oliver Chen, Khan Siddiqui
  
  SPIE Medical Imaging | January 2012
  
  Publication Projet
- Efficient Regression of General-Activity Human Poses from Depth Images
  
  Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
  
  ICCV | October 2011
  
  Publication Publication Publication Projet Projet
- Fast Multiple Organs Detection and Localization in Whole-Body MR Dixon Sequences
  
  O. Pauly, B. Glocker, A. Criminisi, N. Navab, D. Mateus, A. Martinez Moller, S. Nekolla, Antonio Criminisi, Ben Glocker
  
  MICCAI 2011 - 14th International Conference on Medical Image Computing and Computer Assisted Intervention | September 2011
  
  Publication Projet
- A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images
  
  Antonio Criminisi, K. Juluru, S. Pathak
  
  MICCAI | September 2011
  
  Publication Projet
- Entangled Decision Forests and their Application for Semantic Segmentation of CT Images
  
  A. Montillo, J. E. Iglesias, John Winn, Antonio Criminisi, D. Metaxas, Jamie Shotton
  
  Information Processing in Medical Imaging (IPMI) | July 2011
  
  Information Processing in Medical Imaging (IPMI)
  
  Bavaria, Germany
  
  Publication Projet
- Combining Generative and Discriminative Models for Semantic Segmentation of CT Scans via Active learning
  
  A. Montillo, Z. Tu, Antonio Criminisi, J. E. Iglesias, E. Konukoglu, Ender Konukoglu
  
  Information Processing in Medical Imaging (IPMI) | July 2011
  
  Germany
  
  Publication Projet
- Real-Time Human Pose Recognition in Parts from a Single Depth Image
  
  Jamie Shotton, Andrew Fitzgibbon, Andrew Blake, Alex Kipman, Mark Finocchio, Bob Moore, Toby Sharp
  
  CVPR | June 2011
  
  CVPR Best Paper Award
  
  Publication Publication Publication Publication Vidéo Projet
- Robust Linear Registration of CT Images using Random Regression Forests
  
  Ender Konukoglu, Antonio Criminisi, Sayan Pathak, Duncan Robertson, Steve White, David Haynor, Khan Siddiqui
  
  SPIE Medical Imaging | February 2011
  
  Publication Publication Projet
- Regression Forests for Efficient Anatomy Detection and Localization in CT Studies
  
  Antonio Criminisi, Jamie Shotton, D. Robertson, Ender Konukoglu
  
  Medical Computer Vision 2010: Recognition Techniques and Applications in Medical Imaging, MICCAI workshop | September 2010
  
  Publication Publication Projet
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans
  
  Antonio Criminisi, A. Montillo, Jamie Shotton, S. Pathak, John Winn, K. Siddiqui
  
  Radiological Society of North America (RSNA) | January 2010
  
  Publication Projet
- Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images
  
  Ezequiel Geremia, Bjoern H. Menze, Oilivierr Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache
  
  MICCAI | January 2010
  
  Publication Publication Projet
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli, Khan Siddiqui
  
  Radiological Society of North America (RSNA) | December 2009
  
  Publication Publication Projet Projet
- Random Forest Classification for Automatic Delineation of Myocardium in Real-time 3D Echocardiography
  
  Victor Lempitsky, Michael Veroek, Alison Noble, Andrew Blake
  
  FIMH 2009 [best paper award] | June 2009
  
  best paper award
  
  Publication Projet
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes
  
  Antonio Criminisi, Jamie Shotton, Stefano Bucciarelli
  
  MICCAI workshop on Probabilistic Models for Medical Image Analysis (MICCAI-PMMIA) | January 2009
  
  Publication Publication Projet Projet
- Discriminative, Semantic Segmentation of Brain Tissue in MR Images
  
  Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake
  
  MICCAI 2009 | January 2009
  
  MICCAI 2009
  
  Publication Projet
- Semantic Texton Forests for Image Categorization and Segmentation
  
  Jamie Shotton, Matthew Johnson, Roberto Cipolla
  
  Proc. IEEE CVPR | June 2008
  
  Best Demo Award
  
  Publication Publication Projet
- Object Class Segmentation using Random Forests
  
  Florian Schroff, Antonio Criminisi, Andrew Zisserman
  
  Proc. British Machine Vision Conference (BMVC) | January 2008
  
  Proc. British Machine Vision Conference (BMVC)
  
  Publication Projet
- 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 Projet
- Regression Forests for Efficient Anatomy Detection and Localization in Computed Tomography Scans
  
  Antonio Criminisi, Duncan Robertson, Ender Konukoglu, Jamie Shotton, S. Pathak, S. White, K. Siddiqui
  
  Medical Image Analysis (MedIA) | January 2013
  
  Publication Publication Projet
- Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel Magnetic Resonance
  
  E. Geremia, O. Clatz, B. H. Menze, E. Konukoglu, A. Criminisi, N. Ayache, Antonio Criminisi
  
  NeuroImage | January 2011
  
  Publication Projet
- Decision Forests for Computer Vision and Medical Image Analysis
  
  A. Criminisi, J. Shotton, Antonio Criminisi, Jamie Shotton
  
  Published by Springer | February 2013
  
  ISBN: 978-1-4471-4928-6
  
  http://research.microsoft.com/en-us/projects/decisionforests/
  
  Publication Projet Projet
- Action Points: A Representation for Low-latency Online Human Action Recognition
  
  Sebastian Nowozin, Jamie Shotton
  
  MSR-TR-2012-68 | July 2012
  
  Publié par Microsoft Research Cambridge
  
  Publication
- Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Ender Konukoglu, Jamie Shotton
  
  MSR-TR-2011-114 | October 2011
  
  Publication Projet
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning
  
  Antonio Criminisi, Jamie Shotton, Ender Konukoglu
  
  Foundations and Trends® in Computer Graphics and Vision | Publié par NOW Publishers | 2012, Vol 7 | Foundations and Trends® in Computer Graphics and Vision: Vol. 7: No 2-3, pp 81-227 edition
  
  Publication Projet Projet