Knowledge Commons of Institute of Automation,CAS
Fast pedestrian detection using color information | |
Xu, Y. W.; Cao, X. B.; Qiao, H.![]() ![]() ![]() | |
发表期刊 | INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS
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2006 | |
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 | |
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. |
条目包含的文件 | 条目无相关文件。 |
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