Illumination Compensation for Face Recognition using only One Image
文献类型：期刊论文
| 作者 | Lin L(蔺蘭); Zhao G(赵戈); Tang YD(唐延东) ; Tian JD(田建东); He SY(何思远)
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| 刊名 | 自动化学报
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| 出版日期 | 2013 |
| 卷号 | 39期号:12页码:2090-2099 |
| 关键词 | Face recognition geometric light-face model illumination compensation compensating angle |
| ISSN号 | 0254-4156 |
| 产权排序 | 1 |
| 中文摘要 | To reduce the negative impact of illumination on face recognition, we propose a new illumination compensation method based on image invariant calculation. This invariant (the sum of compensating angles, SCA) is calculated by summing two lighting angles in the proper-compensated state. The SCA only depends on single light source and can be computed only once for a lighting system. Based on the Frankfurt horizontal plane of a human skull, we propose a geometric face model of human skull structure. According to our face model, the compensating angle is calculated from the SCA for a face image taken in the same lighting system. With this compensating angle, the illumination compensation for a face image is done by an additive operation. The experimental results validate our method on the Yale B face database. Compared with Choi0s methods, our method makes obvious improvement on images with large lighting angle, and is more robust to light change in both horizontal and vertical directions. |
| 收录类别 | EI ; CSCD |
| 资助信息 | National Natural Science Foundation of China (61102116) |
| 语种 | 英语 |
| 公开日期 | 2013-12-27 |
| 源URL | [http://ir.sia.cn/handle/173321/14059]  |
| 专题 | 沈阳自动化研究所_机器人学研究室 |
| 推荐引用方式 GB/T 7714 | Lin L,Zhao G,Tang YD,et al. Illumination Compensation for Face Recognition using only One Image[J]. 自动化学报,2013,39(12):2090-2099. |
| APA | Lin L,Zhao G,Tang YD,Tian JD,&He SY.(2013).Illumination Compensation for Face Recognition using only One Image.自动化学报,39(12),2090-2099. |
| MLA | Lin L,et al."Illumination Compensation for Face Recognition using only One Image".自动化学报 39.12(2013):2090-2099. |
入库方式： OAI收割
来源：沈阳自动化研究所
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