cvpr festival

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Real-Time Human Pose Recognition in Parts from Single Depth Images Jamie Shotton, Andrew Fitzgibbon, Mat Cook ,Toby Sharp, Mark Finocchio, Richard Moore, Alex Kipman, Andrew Blake Microsoft Research Cambridge & Xbox Incubation CVPR 2011 [Best Paper] 紹紹紹 紹紹 紹紹 @miyabiarts

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  • 1.Real-Time Human Pose Recognition in Parts from Single Depth Images
    Jamie Shotton, Andrew Fitzgibbon, Mat Cook ,Toby Sharp, Mark Finocchio,Richard Moore, Alex Kipman, Andrew Blake
    Microsoft Research Cambridge & Xbox Incubation
    CVPR 2011 [Best Paper]
    @miyabiarts

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HCIHuman-Computer Interaction



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ToFKinect


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KINECT


KINECT



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Kinect
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31 Left/Right/Upper/Lower
Head(LU/RU/LW/RW),
Neck
shoulder,(LU/RU/LW/RW)
arm(L/R)
elbow,(L/R)
wrist(L/R), hand(L/R)
torso(LU/RU/LW/RW)
leg(LU/RU/LW/RW)
knee(L/R)
ankle(L/R)
foot(L/R)
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Random Forests
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Random Forests
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Autodesk MotionBuilderD
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12. Autodesk MotionBuilder
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mocapCMU: http://mocap.cs.cmu.edu/

500,000
100,000
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3D


3D
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Random Forests
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3
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Random Forests

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20. Random Forests
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100
>=38
>=100

22. Random Forests

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25. Random Forests

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1


26. Random Forests

1 +
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c
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300,000

5,000
8,808
15



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100,000
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900,000
Random forests

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92%
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:Kinect
Microsoft Kinect SDK

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