Parameterized modeling and recognition of activities
| Title | Parameterized modeling and recognition of activities |
| Publication Type | Conference Papers |
| Year of Publication | 1998 |
| Authors | Yacoob Y, Black MJ |
| Conference Name | Computer Vision, 1998. Sixth International Conference on |
| Date Published | 1998/01// |
| Keywords | activities recognition, admissible transformations, articulated object motion, deformable object motion, exemplar activities, image motion parameters, Image sequences, Motion estimation, parameterized modeling, recognition, spatio-temporal variants |
| Abstract | A framework for modeling and recognition of temporal activities is proposed. The modeling of sets of exemplar activities is achieved by parameterizing their representation in the form of principal components. Recognition of spatio-temporal variants of modeled activities is achieved by parameterizing the search in the space of admissible transformations that the activities can undergo. Experiments on recognition of articulated and deformable object motion from image motion parameters are presented |
| DOI | 10.1109/ICCV.1998.710709 |