Face recognition based on non-corresponding region matching | |
Li, Annan ; Shan, Shiguang ; Chen, Xilin ; Gao, Wen | |
2011 | |
英文摘要 | In previous works of face recognition, similarity between faces is measured by comparing corresponding face regions. That is to say, matching eyes with eyes and mouths with mouths etc In this paper, we propose that face can be also recognized by matching non-corresponding facial regions. In another word face can be recognized by matching eyes with mouths, for example. Specifically, the problem we study in this paper can be formulated as how to measure the possibility whether two non-corresponding face regions belong to the same face. We propose that the possibility can be measured via canonical correlation analysis. Experimental results show that it is feasible to recognize face via non-corresponding region matching. The proposed method provides an alternative and more flexible way to recognize faces. ? 2011 IEEE.; EI; 0 |
语种 | 英语 |
DOI标识 | 10.1109/ICCV.2011.6126352 |
内容类型 | 其他 |
源URL | [http://ir.pku.edu.cn/handle/20.500.11897/328581] ![]() |
专题 | 信息科学技术学院 |
推荐引用方式 GB/T 7714 | Li, Annan,Shan, Shiguang,Chen, Xilin,et al. Face recognition based on non-corresponding region matching. 2011-01-01. |
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