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/
Publications
Publications by Year
-
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
-
The Vitruvian Manifold: Inferring Dense Correspondences for One-Shot Human Pose Estimation
Jonathan Taylor, Jamie Shotton, Toby Sharp, Andrew Fitzgibbon
Proc. CVPR | June 2012
Conditional Regression Forests for Human Pose Estimation
Min Sun, Pushmeet Kohli, Jamie Shotton
Proc. CVPR | January 2012
Proc. CVPR
Efficient Human Pose Estimation from Single Depth Images
Jamie Shotton, Ross Girshick, Andrew Fitzgibbon, Toby Sharp, Mat Cook, Mark Finocchio, Richard Moore, Pushmeet Kohli, Antonio Criminisi, Alex Kipman, Andrew Blake
Trans. PAMI | January 2012
-
Efficient Regression of General-Activity Human Poses from Depth Images
Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
ICCV | October 2011
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
Exploring the potential for touchless interaction in image-guided interventional radiology
Kenton O'Hara, Abigail Sellen, Antonio Criminisi
Proceedings of CHI 2011 | May 2011
Honourable Mention, Best of CHI Awards
-
TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context
Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
Int. Journal of Computer Vision (IJCV) | January 2009
-
Semantic Texton Forests for Image Categorization and Segmentation
Jamie Shotton, Matthew Johnson, Roberto Cipolla
Proc. IEEE CVPR | June 2008
Best Demo Award
Implementing Decision Trees and Forests on a GPU
Toby Sharp
ECCV (4) | January 2008
ISBN: 978-3-540-88692-1
Publications by Research Area
-
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/
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
Efficient Regression of General-Activity Human Poses from Depth Images
Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
ICCV | October 2011
Exploring the potential for touchless interaction in image-guided interventional radiology
Kenton O'Hara, Abigail Sellen, Antonio Criminisi
Proceedings of CHI 2011 | May 2011
Honourable Mention, Best of CHI Awards
-
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
The Vitruvian Manifold: Inferring Dense Correspondences for One-Shot Human Pose Estimation
Jonathan Taylor, Jamie Shotton, Toby Sharp, Andrew Fitzgibbon
Proc. CVPR | June 2012
Conditional Regression Forests for Human Pose Estimation
Min Sun, Pushmeet Kohli, Jamie Shotton
Proc. CVPR | January 2012
Proc. CVPR
Efficient Human Pose Estimation from Single Depth Images
Jamie Shotton, Ross Girshick, Andrew Fitzgibbon, Toby Sharp, Mat Cook, Mark Finocchio, Richard Moore, Pushmeet Kohli, Antonio Criminisi, Alex Kipman, Andrew Blake
Trans. PAMI | January 2012
Efficient Regression of General-Activity Human Poses from Depth Images
Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
ICCV | October 2011
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
TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context
Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
Int. Journal of Computer Vision (IJCV) | January 2009
Semantic Texton Forests for Image Categorization and Segmentation
Jamie Shotton, Matthew Johnson, Roberto Cipolla
Proc. IEEE CVPR | June 2008
Best Demo Award
Implementing Decision Trees and Forests on a GPU
Toby Sharp
ECCV (4) | January 2008
ISBN: 978-3-540-88692-1
-
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
-
Efficient Regression of General-Activity Human Poses from Depth Images
Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
ICCV | October 2011
-
Exploring the potential for touchless interaction in image-guided interventional radiology
Kenton O'Hara, Abigail Sellen, Antonio Criminisi
Proceedings of CHI 2011 | May 2011
Honourable Mention, Best of CHI Awards
-
Exploring the potential for touchless interaction in image-guided interventional radiology
Kenton O'Hara, Abigail Sellen, Antonio Criminisi
Proceedings of CHI 2011 | May 2011
Honourable Mention, Best of CHI Awards
-
Exploring the potential for touchless interaction in image-guided interventional radiology
Kenton O'Hara, Abigail Sellen, Antonio Criminisi
Proceedings of CHI 2011 | May 2011
Honourable Mention, Best of CHI Awards
Publications by Type
-
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/
-
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
The Vitruvian Manifold: Inferring Dense Correspondences for One-Shot Human Pose Estimation
Jonathan Taylor, Jamie Shotton, Toby Sharp, Andrew Fitzgibbon
Proc. CVPR | June 2012
Conditional Regression Forests for Human Pose Estimation
Min Sun, Pushmeet Kohli, Jamie Shotton
Proc. CVPR | January 2012
Proc. CVPR
Efficient Regression of General-Activity Human Poses from Depth Images
Ross Girshick, Jamie Shotton, Pushmeet Kohli, Antonio Criminisi, Andrew Fitzgibbon
ICCV | October 2011
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
Exploring the potential for touchless interaction in image-guided interventional radiology
Kenton O'Hara, Abigail Sellen, Antonio Criminisi
Proceedings of CHI 2011 | May 2011
Honourable Mention, Best of CHI Awards
Semantic Texton Forests for Image Categorization and Segmentation
Jamie Shotton, Matthew Johnson, Roberto Cipolla
Proc. IEEE CVPR | June 2008
Best Demo Award
Implementing Decision Trees and Forests on a GPU
Toby Sharp
ECCV (4) | January 2008
ISBN: 978-3-540-88692-1
-
Efficient Human Pose Estimation from Single Depth Images
Jamie Shotton, Ross Girshick, Andrew Fitzgibbon, Toby Sharp, Mat Cook, Mark Finocchio, Richard Moore, Pushmeet Kohli, Antonio Criminisi, Alex Kipman, Andrew Blake
Trans. PAMI | January 2012
TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context
Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi
Int. Journal of Computer Vision (IJCV) | January 2009
People
Antonio Criminisi
Partner Research Lead Mesh Labs (Mixed Reality & AI) Microsoft Cambridge