Pose Estimation Examples

 


 

3D hand pose estimation examples

 

Example mean-output algorithm (videos)

 

Mean-output algorithm applied to sequences of segmented hands (hand palm view)

Input segmentations are shown on the right

MO estimates are shown in upper-left corner

A faster version

 

Mean-output algorithm applied to sequences of segmented hands (unrestricted view)

Input segmentations are shown on the right

MO estimates are shown in upper-left corner (after small delay)

 

Example mean-output algorithm (still images)

 

Abbreviations

RV=Real Video

MO=Mean-output result

MS=Multiple-sampling

S1=Best sample

S2=Second best sample

...

 

 

Hand palm views

Unrestricted views

 

Example multiple-sampling algorithm (still images)

 

Hand palm views

Unrestricted views

 

2D body pose estimation examples

 

Example mean-output algorithm applied to a sequence of segmented human bodies

 

 

For more examples/details see:

 

Rómer Rosales and Stan Sclaroff
Combining generative and discriminative models in a framework for articulated pose estimation 
(pdf|ps)

To Appear in International Journal of Computer Vision (IJCV). Submitted 2004, accepted 2005.