Fast pedestrian detection using color information

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
	2006
发表期刊	INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS
卷号	3975 期号:无页码:627-632
文章类型	Article
摘要	In 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.
关键词	无
WOS标题词	Science & Technology ; Technology
收录类别	SCI ; ISTP
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods
WOS记录号	WOS:000238207800068
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9258
专题	09年以前成果
通讯作者	Xu, Y. W.
作者单位	1.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
推荐引用方式 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.