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Efficient Human Pose Estimation from Single Depth Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
By Jamie Shotton,Ross Girshick,Andrew Fitzgibbon,Toby Sharp,Mat Cook,Mark Finocchio,Richard Moore,Pushmeet Kohli,Antonio Criminisi,Alex Kipman,Andrew Blake
Issue Date:December 2013
We describe two new approaches to human pose estimation. Both can quickly and accurately predict the 3D positions of body joints from a single depth image without using any temporal information. The key to both approaches is the use of a large, realistic, ...
Real-time human pose recognition in parts from single depth images
Found in: Communications of the ACM
By Alex Kipman, Andrew Blake, Andrew Fitzgibbon, Jamie Shotton, Mark Finocchio, Mat Cook, Richard Moore, Toby Sharp
Issue Date:January 2013
We propose a new method to quickly and accurately predict human pose---the 3D positions of body joints---from a single depth image, without depending on information from preceding frames. Our approach is strongly rooted in current object recognition strate...
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