Specialized Mappings Architecture
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
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
The Specialized Mappings Architecture
Submitted (03/03).
Rómer
Rosales, Vassilis Athitsos, and Stan Sclaroff
3D
Hand Pose Reconstruction Using Specialized Mappings
In
Proc. IEEE International Conference on Computer Vision (ICCV). Presented at ICCV,
Vancouver, BC, Canada, Jul 2001.
Rómer
Rosales and Stan Sclaroff
Learning
Body Pose Via Specialized Maps
In Proc. Neural Information Processing Systems NIPS-14, 2002. Presented at NIPS, Vancouver, BC, Dec 2001
