Decision Forests

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

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

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

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

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

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

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

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

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

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

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

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

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 Project

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 Project Project

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 Project Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

Action Points: A Representation for Low-latency Online Human Action Recognition

Sebastian Nowozin, Jamie Shotton

MSR-TR-2012-68 | July 2012

Published by 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 Project

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 Project

Conditional Regression Forests for Human Pose Estimation

Min Sun, Pushmeet Kohli, Jamie Shotton

Proc. CVPR | January 2012

Proc. CVPR

Publication Publication Project

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 | Published by NOW Publishers | 2012, Vol 7 | Foundations and Trends® in Computer Graphics and Vision: Vol. 7: No 2-3, pp 81-227 edition

Publication Project Project

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 Project

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 Project

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 Project Project

A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images

Antonio Criminisi, K. Juluru, S. Pathak

MICCAI | September 2011

Publication Project

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 Project

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 Project

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 Project

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 Video Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project Project

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 Project

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 Project Project

Discriminative, Semantic Segmentation of Brain Tissue in MR Images

Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake

MICCAI 2009 | January 2009

MICCAI 2009

Publication Project

Semantic Texton Forests for Image Categorization and Segmentation

Jamie Shotton, Matthew Johnson, Roberto Cipolla

Proc. IEEE CVPR | June 2008

Best Demo Award

Publication Publication Project

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 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

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

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

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

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

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

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

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

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

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

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

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

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 Project

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 Project Project

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 Project Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 | Published by NOW Publishers | 2012, Vol 7 | Foundations and Trends® in Computer Graphics and Vision: Vol. 7: No 2-3, pp 81-227 edition

Publication Project Project

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 Project

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 Project

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 Project

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 Project Project

A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images

Antonio Criminisi, K. Juluru, S. Pathak

MICCAI | September 2011

Publication Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project Project

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 Project

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 Project Project

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 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

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

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

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

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

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

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

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

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

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

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

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

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 Project

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 Project Project

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 Project

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 Project

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 Project

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 Project

Action Points: A Representation for Low-latency Online Human Action Recognition

Sebastian Nowozin, Jamie Shotton

MSR-TR-2012-68 | July 2012

Published by 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 Project

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 | Published by NOW Publishers | 2012, Vol 7 | Foundations and Trends® in Computer Graphics and Vision: Vol. 7: No 2-3, pp 81-227 edition

Publication Project Project

Conditional Regression Forests for Human Pose Estimation

Min Sun, Pushmeet Kohli, Jamie Shotton

Proc. CVPR | January 2012

Proc. CVPR

Publication Publication Project

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 Project

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 Project Project

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 Project

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 Video Project

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 Project

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 Project

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 Project Project

Discriminative, Semantic Segmentation of Brain Tissue in MR Images

Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake

MICCAI 2009 | January 2009

MICCAI 2009

Publication Project

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 Project Project

Semantic Texton Forests for Image Categorization and Segmentation

Jamie Shotton, Matthew Johnson, Roberto Cipolla

Proc. IEEE CVPR | June 2008

Best Demo Award

Publication 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

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

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

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 Project

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 Project Project

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 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

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

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

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

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

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

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

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

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

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

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

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 Project

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 Project Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

Conditional Regression Forests for Human Pose Estimation

Min Sun, Pushmeet Kohli, Jamie Shotton

Proc. CVPR | January 2012

Proc. CVPR

Publication Publication Project

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 Project

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 Project

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 Project Project

A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images

Antonio Criminisi, K. Juluru, S. Pathak

MICCAI | September 2011

Publication Project

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 Project

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 Project

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 Project

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 Video Project

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 Project

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 Project

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 Project

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 Project

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 Project Project

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 Project

Discriminative, Semantic Segmentation of Brain Tissue in MR Images

Zhao Yi, Antonio Criminisi, Jamie Shotton, Andrew Blake

MICCAI 2009 | January 2009

MICCAI 2009

Publication Project

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 Project Project

Semantic Texton Forests for Image Categorization and Segmentation

Jamie Shotton, Matthew Johnson, Roberto Cipolla

Proc. IEEE CVPR | June 2008

Best Demo Award

Publication Publication Project

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 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

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 Project

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 Project

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 Project Project

Action Points: A Representation for Low-latency Online Human Action Recognition

Sebastian Nowozin, Jamie Shotton

MSR-TR-2012-68 | July 2012

Published by 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 Project

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 | Published by NOW Publishers | 2012, Vol 7 | Foundations and Trends® in Computer Graphics and Vision: Vol. 7: No 2-3, pp 81-227 edition

Publication Project Project