L1-Norm-Based 2DPCA | |
Li, Xuelong1; Pang, Yanwei2; Yuan, Yuan3 | |
2010-08-01 | |
发表期刊 | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS |
ISSN | 1083–4419 |
卷号 | 40期号:4页码:1170-1175 |
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. |
文章类型 | Article |
关键词 | L1 Norm Outlier Subspace Two-dimensional Principal Component Analysis (2dpca) |
学科领域 | 信号与模式识别 |
WOS标题词 | Science & Technology ; Technology |
DOI | 10.1109/TSMCB.2009.2035629 |
收录类别 | SCI ; EI |
关键词[WOS] | PRINCIPAL COMPONENT ANALYSIS ; FACE-RECOGNITION ; 2-DIMENSIONAL PCA ; REPRESENTATION ; APPEARANCE ; ALGORITHMS |
语种 | 英语 |
WOS研究方向 | Automation & Control Systems ; Computer Science |
WOS类目 | Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics |
WOS记录号 | WOS:000282348400016 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/8563 |
专题 | 光谱成像技术研究室 |
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. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
L1-Norm-Based 2DPCA.(489KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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