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Group stochastic search for object detection and tracking

Evans, M.P. and Ferryman, J. (2005) Group stochastic search for object detection and tracking. In: AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings. IEEE, New York, pp. 153-158. ISBN 0780393856

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To link to this item DOI: 10.1109/AVSS.2005.1577259


A technique is presented for locating and tracking objects in cluttered environments. Agents are randomly distributed across the image, and subsequently grouped around targets. Each agent uses a weightless neural network and a histogram intersection technique to score its location. The system has been used to locate and track a head in 320x240 resolution video at up to 15fps.

Item Type:Book or Report Section
Divisions:Science > School of Mathematical, Physical and Computational Sciences > Department of Computer Science
ID Code:14381

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