Deep Disentangling Siamese Network for Frontal Face Synthesis Under Neutral Illumination
文献类型：期刊论文
| 作者 | Zhang, Ting1,2 ; Wang, Hong2; Dong, Qiulei1,2,3
|
| 刊名 | IEEE SIGNAL PROCESSING LETTERS
 |
| 出版日期 | 2018-09-01 |
| 卷号 | 25期号:9页码:1344-1348 |
| 关键词 | Discriminative Representation Learning Disentangled Representation Frontal Face Synthesis Pose And Illumination Prediction Siamese Network |
| DOI | 10.1109/LSP.2018.2858558 |
| 文献子类 | Article |
| 英文摘要 | Recently, it has been observed that face-recognition performance can be noticeably enhanced through frontal face synthesis. In this letter, a deep disentangling Siamese network (DSN) is proposed for frontal face synthesis. More specifically, we cast frontal face synthesis as the encoder-disentangling-decoder process of profile faces, and a salient feature of our DSN is that a pair of images with arbitrary identities, poses, and illuminations is used as the input rather than a single image used in many existing works. The process consists of the following three stages: |
| WOS关键词 | RECOGNITION |
| WOS研究方向 | Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000440702200006 |
| 资助机构 | National Natural Science Foundation of China(61333015 ; Strategic Priority Research Program of the Chinese Academy of Sciences(XDB02070002) ; 61573359 ; 61672489 ; 61421004) |
| 源URL | [http://ir.ia.ac.cn/handle/173211/21844]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_机器人视觉团队 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Chinese Acad Sci, Ctr Excellence Brain Sci & Intelligence Technol, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Ting,Wang, Hong,Dong, Qiulei. Deep Disentangling Siamese Network for Frontal Face Synthesis Under Neutral Illumination[J]. IEEE SIGNAL PROCESSING LETTERS,2018,25(9):1344-1348. |
| APA | Zhang, Ting,Wang, Hong,&Dong, Qiulei.(2018).Deep Disentangling Siamese Network for Frontal Face Synthesis Under Neutral Illumination.IEEE SIGNAL PROCESSING LETTERS,25(9),1344-1348. |
| MLA | Zhang, Ting,et al."Deep Disentangling Siamese Network for Frontal Face Synthesis Under Neutral Illumination".IEEE SIGNAL PROCESSING LETTERS 25.9(2018):1344-1348. |
入库方式： OAI收割
来源：自动化研究所
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