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L1-Norm-Based 2DPCA
文献类型：期刊论文
| 作者 | Li, Xuelong1; Pang, Yanwei2; Yuan, Yuan3
|
| 刊名 | ieee transactions on systems man and cybernetics part b-cybernetics
 |
| 出版日期 | 2010-08-01 |
| 卷号 | 40期号:4页码:1170-1175 |
| 关键词 | L1 norm outlier subspace two-dimensional principal component analysis (2DPCA) |
| ISSN号 | 1083–4419 |
| 合作状况 | 其它 |
| 英文摘要 | in this paper, we first present a simple but effective l1-norm-based two-dimensional principal component analysis (2dpca). traditional l2-norm-based least squares criterion is sensitive to outliers, while the newly proposed l1-norm 2dpca is robust. experimental results demonstrate its advantages. |
| WOS标题词 | science & technology ; technology |
| 学科主题 | 信号与模式识别 ; 计算机应用其他学科（含图像处理） |
| 类目[WOS] | automation & control systems ; computer science, artificial intelligence ; computer science, cybernetics |
| 研究领域[WOS] | automation & control systems ; computer science |
| 关键词[WOS] | principal component analysis ; face-recognition ; 2-dimensional pca ; representation ; appearance ; algorithms |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000282348400016 |
| 公开日期 | 2011-01-11 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/8563]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 作者单位 | 1.Chinese Acad Sci, State Key Lab Transient Opt & Photon, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China 2.Tianjin Univ, Sch Elect Informat Engn, Tianjin 300072, Peoples R China 3.Aston Univ, Sch Engn & Appl Sci, Birmingham B4 7ET, W Midlands, England |
| 推荐引用方式 GB/T 7714 | Li, Xuelong,Pang, Yanwei,Yuan, Yuan. L1-Norm-Based 2DPCA[J]. ieee transactions on systems man and cybernetics part b-cybernetics,2010,40(4):1170-1175. |
| APA | Li, Xuelong,Pang, Yanwei,&Yuan, Yuan.(2010).L1-Norm-Based 2DPCA.ieee transactions on systems man and cybernetics part b-cybernetics,40(4),1170-1175. |
| MLA | Li, Xuelong,et al."L1-Norm-Based 2DPCA".ieee transactions on systems man and cybernetics part b-cybernetics 40.4(2010):1170-1175. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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