10th International Conference on Image Analysis and Processing (ICIAP'99)
Hydra: Multiple People Detection and Tracking Using Silhouettes
Venice, Italy
September 27-September 29
ISBN: 0-7695-0040-4
Hydra is a real-time system for detecting and tracking multiple people when they appear in a group. We describe the computational models employed by Hydra to track multiple people before, during and after occlusion. Hydra combines a silhouette-based shape model, a motion model, and correlation-based matching methods to classify whether or not a foreground region contains multiple people, and to segment the region into its constituent people and track them. Experimental results demonstrate robustness and real-time performance of the algorithm.
Citation:
Ismail Haritaoglu, David Harwood, Larry S. Davis, "Hydra: Multiple People Detection and Tracking Using Silhouettes," iciap, pp.280, 10th International Conference on Image Analysis and Processing (ICIAP'99), 1999
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