Biologically Inspired Features for Scene Classification in Video Surveillance

CORC > 西安光学精密机械研究所 > 中国科学院西安光学精密机械研究所 > 光学影像学习与分析中心

	Biologically Inspired Features for Scene Classification in Video Surveillance
	Huang, Kaiqi 1; Tao, Dacheng 2; Yuan, Yuan3 ; Li, Xuelong 4; Tan, Tieniu 1
刊名	ieee transactions on systems man and cybernetics part b-cybernetics
	2011-02-01
卷号	41 期号:1 页码:307-313
关键词	Biologically inspired scene classification video surveillance
ISSN号	1083-4419
通讯作者	d. tao
合作状况	其它
英文摘要	inspired by human visual cognition mechanism, this paper first presents a scene classification method based on an improved standard model feature. compared with state-of-the-art efforts in scene classification, the newly proposed method is more robust, more selective, and of lower complexity. these advantages are demonstrated by two sets of experiments on both our own database and standard public ones. furthermore, occlusion and disorder problems in scene classification in video surveillance are also first studied in this paper.
学科主题	信号与模式识别 ; 计算机应用其他学科（含图像处理）
WOS标题词	science & technology ; technology
类目[WOS]	automation & control systems ; computer science, artificial intelligence ; computer science, cybernetics
研究领域[WOS]	automation & control systems ; computer science
关键词[WOS]	discriminant-analysis ; recognition ; categories ; system
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000286388300025
公开日期	2011-01-11
内容类型	期刊论文
源URL	[http://ir.opt.ac.cn/handle/181661/8566]
专题	西安光学精密机械研究所_光学影像学习与分析中心
作者单位	1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China 2.Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore 3.Aston Univ, Sch Engn & Appl Sci, Birmingham B4 7ET, W Midlands, England 4.Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Xian 710119, Peoples R China
推荐引用方式 GB/T 7714	Huang, Kaiqi,Tao, Dacheng,Yuan, Yuan,et al. Biologically Inspired Features for Scene Classification in Video Surveillance[J]. ieee transactions on systems man and cybernetics part b-cybernetics,2011,41(1):307-313.
APA	Huang, Kaiqi,Tao, Dacheng,Yuan, Yuan,Li, Xuelong,&Tan, Tieniu.(2011).Biologically Inspired Features for Scene Classification in Video Surveillance.ieee transactions on systems man and cybernetics part b-cybernetics,41(1),307-313.
MLA	Huang, Kaiqi,et al."Biologically Inspired Features for Scene Classification in Video Surveillance".ieee transactions on systems man and cybernetics part b-cybernetics 41.1(2011):307-313.