Knowledge Commons of Institute of Automation,CAS
Associated evolution of a support vector machine-based classifier for pedestrian detection | |
Cao, X. B.1,2; Xu, Y. W.1,2; Chen, D.1,2; Qiao, H.3 | |
发表期刊 | INFORMATION SCIENCES |
2009-03-29 | |
卷号 | 179期号:8页码:1070-1077 |
文章类型 | Article |
摘要 | Support vector machine (SVM) has become a dominant classification technique used in pedestrian detection systems. In such systems, classifiers are used to detect pedestrians in some input frames. The performance of a SVM classifier is mainly influenced by two factors: the selected features and the parameters of the kernel function. These two factors are highly related and therefore, it is desirable that the two factors can be analyzed simultaneously, which are usually not the case in the previous work. |
关键词 | Pedestrian Detection System Support Vector Machine Evolutionary Method |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | PARAMETERS |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Information Systems |
WOS记录号 | WOS:000263944000004 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/3011 |
专题 | 多模态人工智能系统全国重点实验室_机器人理论与应用 |
作者单位 | 1.Univ Sci & Technol China, Dept Comp Sci & Technol, Hefei 230026, Peoples R China 2.Key Lab Software Comp & Commun, Hefei 230026, Anhui, Peoples R China 3.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China |
推荐引用方式 GB/T 7714 | Cao, X. B.,Xu, Y. W.,Chen, D.,et al. Associated evolution of a support vector machine-based classifier for pedestrian detection[J]. INFORMATION SCIENCES,2009,179(8):1070-1077. |
APA | Cao, X. B.,Xu, Y. W.,Chen, D.,&Qiao, H..(2009).Associated evolution of a support vector machine-based classifier for pedestrian detection.INFORMATION SCIENCES,179(8),1070-1077. |
MLA | Cao, X. B.,et al."Associated evolution of a support vector machine-based classifier for pedestrian detection".INFORMATION SCIENCES 179.8(2009):1070-1077. |
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