Fast pedestrian detection using color information
文献类型：期刊论文
| 作者 | Xu, Y. W.; Cao, X. B.; Qiao, H. ; Wang, F. Y.; Mehrotra, S; Zeng, DD; Chen, H; Thuraisingham, B; Wang, FY
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| 刊名 | INTELLIGENCE AND SECURITY INFORMATICS, PROCEEDINGS
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| 出版日期 | 2006 |
| 卷号 | 3975期号:无页码:627-632 |
| 关键词 | 无 |
| 通讯作者 | Xu, Y. W. |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 收录类别 | SCI ; ISTP |
| 语种 | 英语 |
| WOS记录号 | WOS:000238207800068 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9258]  |
| 专题 | 自动化研究所_09年以前成果 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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