CASIA OpenIR  > 09年以前成果
Fast pedestrian detection using color information
Xu, Y. W.; Cao, X. B.; Qiao, H.; Wang, F. Y.; Mehrotra, S; Zeng, DD; Chen, H; Thuraisingham, B; Wang, FY
Source PublicationINTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS
2006
Volume3975Issue:Pages:627-632
SubtypeArticle
AbstractIn a pedestrian detection system. the application of color information can increase the detection rate: however. the detection speed will be slowed down a lot. This paper presents a fast pedestrian detection method using color information. It firstly scans a pair of sequential gray-scale frames to select candidates using both appearance and motion feature; and then uses information of each color channel (RGB) to do a further confirmation with Support vector machine based classifiers. Compared with pedestrian detection systems that only use gray-scale information. the system using our method has almost the same detection speed: at the same time. it also gets a better detection rate and false-positive rate. The experiment in a pedestrian detection system with a single optical camera proves the effectiveness of our method.
Keyword
WOS HeadingsScience & Technology ; Technology
Indexed BySCI ; ISTP
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Information Systems ; Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods
WOS IDWOS:000238207800068
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9258
Collection09年以前成果
Corresponding AuthorXu, Y. W.
Affiliation1.Univ Sci & Technol China, Dept Comp Sci & Technol, Hefei 230026, Peoples R China
2.Anhui Province Key Lab Software Comp & Commun, Hefei 230026, Peoples R China
3.Chinese Acad Sci, Inst Automat, Beijing 10080, Peoples R China
Recommended Citation
GB/T 7714
Xu, Y. W.,Cao, X. B.,Qiao, H.,et al. Fast pedestrian detection using color information[J]. INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS,2006,3975(无):627-632.
APA Xu, Y. W..,Cao, X. B..,Qiao, H..,Wang, F. Y..,Mehrotra, S.,...&Wang, FY.(2006).Fast pedestrian detection using color information.INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS,3975(无),627-632.
MLA Xu, Y. W.,et al."Fast pedestrian detection using color information".INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS 3975.无(2006):627-632.
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