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Multi-Scale People Detection and Motion Analysis for Video Surveillance

Multi-Scale People Detection and Motion Analysis for Video Surveillance

YingLi Tian, Rogerio Feris, Lisa Brown, Daniel Vaquero, Yun Zhai, Arun Hampapur
Copyright: © 2010 |Pages: 26
ISBN13: 9781605669007|ISBN10: 1605669008|EISBN13: 9781605669014
DOI: 10.4018/978-1-60566-900-7.ch006
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MLA

Tian, YingLi, et al. "Multi-Scale People Detection and Motion Analysis for Video Surveillance." Machine Learning for Human Motion Analysis: Theory and Practice, edited by Liang Wang, et al., IGI Global, 2010, pp. 107-132. https://doi.org/10.4018/978-1-60566-900-7.ch006

APA

Tian, Y., Feris, R., Brown, L., Vaquero, D., Zhai, Y., & Hampapur, A. (2010). Multi-Scale People Detection and Motion Analysis for Video Surveillance. In L. Wang, L. Cheng, & G. Zhao (Eds.), Machine Learning for Human Motion Analysis: Theory and Practice (pp. 107-132). IGI Global. https://doi.org/10.4018/978-1-60566-900-7.ch006

Chicago

Tian, YingLi, et al. "Multi-Scale People Detection and Motion Analysis for Video Surveillance." In Machine Learning for Human Motion Analysis: Theory and Practice, edited by Liang Wang, Li Cheng, and Guoying Zhao, 107-132. Hershey, PA: IGI Global, 2010. https://doi.org/10.4018/978-1-60566-900-7.ch006

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Abstract

Visual processing of people, including detection, tracking, recognition, and behavior interpretation, is a key component of intelligent video surveillance systems. Computer vision algorithms with the capability of “looking at people” at multiple scales can be applied in different surveillance scenarios, such as farfield people detection for wide-area perimeter protection, mid-field people detection for retail/banking applications or parking lot monitoring, and near-field people/face detection for facility security and access. In this chapter, we address the people detection problem in different scales as well as human tracking and motion analysis for real video surveillance applications including people search, retail loss prevention, people counting, and display effectiveness.

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