Group stochastic search for object detection and tracking

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

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 320×240 resolution video at up to 15 fps.
Original languageEnglish
Title of host publicationProceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance 2005
Subtitle of host publicationAVSS2005
DOIs
Publication statusPublished - Oct 2005

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    Evans, M. (2005). Group stochastic search for object detection and tracking. In Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance 2005: AVSS2005 https://doi.org/10.1109/AVSS.2005.1577259