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Biologically Inspired Features for Scene Classification in Video Surveillance
Huang, Kaiqi1; Tao, Dacheng2; Yuan, Yuan3; Li, Xuelong4; Tan, Tieniu1
Source PublicationIEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
2011-02-01
Volume41Issue:1Pages:307-313
SubtypeArticle
AbstractInspired 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.
KeywordBiologically Inspired Scene Classification Video Surveillance
WOS HeadingsScience & Technology ; Technology
WOS KeywordDISCRIMINANT-ANALYSIS ; RECOGNITION ; CATEGORIES ; SYSTEM
Indexed BySCI
Language英语
WOS Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS IDWOS:000286388300025
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/3769
Collection智能感知与计算研究中心
Affiliation1.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
First Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Recommended Citation
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.
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