期刊
VISUAL COMPUTER
卷 29, 期 10, 页码 983-1009出版社
SPRINGER
DOI: 10.1007/s00371-012-0752-6
关键词
Image processing; Automated surveillance; Video tracking; Human activity
This paper provides a comprehensive survey for activity recognition in video surveillance. It starts with a description of simple and complex human activity, and various applications. The applications of activity recognition are manifold, ranging from visual surveillance through content based retrieval to human computer interaction. The organization of this paper covers all aspects of the general framework of human activity recognition. Then it summarizes and categorizes recent-published research progresses under a general framework. Finally, this paper also provides an overview of benchmark databases for activity recognition, the market analysis of video surveillance, and future directions to work on for this application.
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