Robust Appearance Modeling for Pedestrian and Vehicle Tracking
Title | Robust Appearance Modeling for Pedestrian and Vehicle Tracking |
Publication Type | Book Chapter |
Year of Publication | 2006 |
Authors | W. Abd-almageed, and L. S. Davis |
Secondary Authors | R. Stiefelhagen, and J. Garofolo |
Book Title | Multimodal Technologies for Perception of Humans |
Series Volume | 4122 |
Pagination | 209–215 |
Publisher | Springer Berlin Heidelberg |
ISBN Number | 978-3-540-69567-7 978-3-540-69568-4 |
Abstract | This paper describes a system for tracking people and vehicles for stationary-camera visual surveillance. The appearance of objects being tracked is modeled using mixtures of mixtures of Gaussians. Particles filters are used to track the states of object. Results show the robustness of the system to various lighting and object conditions. |
URL | http://link.springer.com/chapter/10.1007/978-3-540-69568-4_17 |
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