A survey on activity recognition and behavior understanding in video surveillance

被引：280
|
作者：
Vishwakarma, Sarvesh [1 ]
Agrawal, Anupam [1 ]
机构：
[1] Indian Inst Informat Technol, Allahabad, Uttar Pradesh, India
来源：
VISUAL COMPUTER | 2013年 / 29卷 / 10期
关键词：
Image processing; Automated surveillance; Video tracking; Human activity; COMPUTER VISION SYSTEM; OBJECT CLASSIFICATION; MOTION DETECTION; VISUAL TRACKING; VIEW-INVARIANCE; REGION; MODELS; SPACE; IMAGE; REPRESENTATION;
D O I：
10.1007/s00371-012-0752-6
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
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.
引用
收藏
页码：983 / 1009
页数：27
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