Associated evolution of a support vector machine-based classifier for pedestrian detection
文献类型：期刊论文
| 作者 | Cao, X. B.1,2; Xu, Y. W.1,2; Chen, D.1,2; Qiao, H.3
|
| 刊名 | INFORMATION SCIENCES
 |
| 出版日期 | 2009-03-29 |
| 卷号 | 179期号:8页码:1070-1077 |
| 关键词 | Pedestrian detection system Support vector machine Evolutionary method |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Information Systems |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | PARAMETERS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000263944000004 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3011]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_机器人应用与理论组 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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