Group stochastic search for object detection and trackingEvans, 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 Full text not archived in this repository. It is advisable to refer to the publisher's version if you intend to cite from this work. See Guidance on citing. To link to this item DOI: 10.1109/AVSS.2005.1577259 Abstract/SummaryA 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.
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