Spatial Co-occurrence of Local Intensity Order for Face Recognition | |
Qi Xianbiao; Lu Yi; Chen Shifeng; Li Chun-Guang; Guo Jun | |
2013 | |
会议名称 | 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013 |
会议地点 | San Jose, CA, United states |
英文摘要 | In this paper, we propose a simple but effective spatial co-occurrence of local intensity order (CoLIO) feature for face recognition. Local intensity order (LIO) is robust to illumination variance. Spatial co-occurrence of LIO not only preserves great invariance to illumination, but also greatly enhances the discriminative power of the descriptor as CoLIO well captures the correlation between locally adjacent regions. The proposed feature has been successfully applied to two widely used face databases including AR [1] and LFW [2]. Superior performance on these two databases fully demonstrates the effectiveness of the proposed feature. Meanwhile, the extremely fast extraction speed makes the proposed feature practically useful. |
收录类别 | EI |
语种 | 英语 |
内容类型 | 会议论文 |
源URL | [http://ir.siat.ac.cn:8080/handle/172644/4492] |
专题 | 深圳先进技术研究院_集成所 |
作者单位 | 2013 |
推荐引用方式 GB/T 7714 | Qi Xianbiao,Lu Yi,Chen Shifeng,et al. Spatial Co-occurrence of Local Intensity Order for Face Recognition[C]. 见:2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. San Jose, CA, United states. |
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