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Conference Paper: Recognition of human gaits
| Title | Recognition of human gaits |
|---|---|
| Authors | |
| Issue Date | 2001 |
| Citation | Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2001, v. 2 How to Cite? |
| Abstract | We pose the problem of recognizing different types of human gait in the space of dynamical systems where each gait is represented. Established techniques are employed to track a kinematic model of a human body in motion, and the trajectories of the parameters are used to learn a representation of a dynamical system, which defines a gait. Various types of distance between models are then computed. These computations are non trivial due to the fact that, even for the case of linear systems, the space of canonical realizations is not linear. |
| Persistent Identifier | http://hdl.handle.net/10722/326649 |
| ISSN | 2023 SCImago Journal Rankings: 10.331 |
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Bissacco, Alessandro | - |
| dc.contributor.author | Chiuso, Alessandro | - |
| dc.contributor.author | Ma, Yi | - |
| dc.contributor.author | Soatto, Stefano | - |
| dc.date.accessioned | 2023-03-31T05:25:30Z | - |
| dc.date.available | 2023-03-31T05:25:30Z | - |
| dc.date.issued | 2001 | - |
| dc.identifier.citation | Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2001, v. 2 | - |
| dc.identifier.issn | 1063-6919 | - |
| dc.identifier.uri | http://hdl.handle.net/10722/326649 | - |
| dc.description.abstract | We pose the problem of recognizing different types of human gait in the space of dynamical systems where each gait is represented. Established techniques are employed to track a kinematic model of a human body in motion, and the trajectories of the parameters are used to learn a representation of a dynamical system, which defines a gait. Various types of distance between models are then computed. These computations are non trivial due to the fact that, even for the case of linear systems, the space of canonical realizations is not linear. | - |
| dc.language | eng | - |
| dc.relation.ispartof | Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition | - |
| dc.title | Recognition of human gaits | - |
| dc.type | Conference_Paper | - |
| dc.description.nature | link_to_subscribed_fulltext | - |
| dc.identifier.scopus | eid_2-s2.0-0035680898 | - |
| dc.identifier.volume | 2 | - |