Pose invariant face recognition under arbitrary illumination based on 3D face reconstruction
文献类型：期刊论文
| 作者 | Chai, XJ; Qing, LY; Shan, SG; Chen, XL; Gao, W |
| 刊名 | AUDIO AND VIDEO BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
 |
| 出版日期 | 2005 |
| 卷号 | 3546页码:956-965 |
| ISSN号 | 0302-9743 |
| 英文摘要 | Pose and illumination changes from picture to picture are two main barriers toward full automatic face recognition. In this paper, a novel method to handle both pose and lighting condition simultaneously is proposed, which calibrates the pose and lighting condition to a pre-set reference condition through an illumination invariant 3D face reconstruction. First, some located facial landmarks and a priori statistical deformable 3D model are used to recover an elaborate 3D shape. Based on the recovered 3D shape, the "texture image" calibrated to a standard illumination is generated by spherical harmonics ratio image and finally the illumination independent 3D face is reconstructed completely. The proposed method combines the strength of statistical deformable model to describe the shape information and the compact representations of the illumination in spherical frequency space, and handle both the pose and illumination variation simultaneously. This algorithm can be used to synthesize virtual views of a given face image and enhance the performance of face recognition. The experimental results on CMU PIE database show that this method can significantly improve the accuracy of the existed face recognition method when pose and illumination are inconsistent between gallery and probe sets. |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000231117100100 |
| 出版者 | SPRINGER-VERLAG BERLIN |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/10050]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Chai, XJ |
| 作者单位 | 1.Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China 2.CAS, ISVISION Joint R&D Lab Face Recognit, ICT, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chai, XJ,Qing, LY,Shan, SG,et al. Pose invariant face recognition under arbitrary illumination based on 3D face reconstruction[J]. AUDIO AND VIDEO BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2005,3546:956-965. |
| APA | Chai, XJ,Qing, LY,Shan, SG,Chen, XL,&Gao, W.(2005).Pose invariant face recognition under arbitrary illumination based on 3D face reconstruction.AUDIO AND VIDEO BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,3546,956-965. |
| MLA | Chai, XJ,et al."Pose invariant face recognition under arbitrary illumination based on 3D face reconstruction".AUDIO AND VIDEO BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 3546(2005):956-965. |
入库方式： OAI收割
来源：计算技术研究所
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