Learning-based pose estimation from depth maps
US8582867B2 · kind B2 · utility
34Cited by
32References
45Claims
0Family size
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Key dates
| Filing date | Sep 11, 2011 |
| Grant date | Nov 12, 2013 |
| Priority date | — |
| Expiry date | Oct 19, 2031 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V40/113
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method for processing data includes receiving a depth map of a scene containing a humanoid form. Respective descriptors are extracted from the depth map based on the depth values in a plurality of patches distributed in respective positions over the humanoid form. The extracted descriptors are matched to previously-stored descriptors in a database. A pose of the humanoid form is estimated based on stored information associated with the matched descriptors.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.