Knowledge Commons of Institute of Automation,CAS
Deep Disentangling Siamese Network for Frontal Face Synthesis Under Neutral Illumination | |
Zhang, Ting1,2; Wang, Hong2; Dong, Qiulei1,2,3 | |
发表期刊 | IEEE SIGNAL PROCESSING LETTERS |
2018-09-01 | |
卷号 | 25期号:9页码:1344-1348 |
文章类型 | Article |
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: |
关键词 | Discriminative Representation Learning Disentangled Representation Frontal Face Synthesis Pose And Illumination Prediction Siamese Network |
WOS标题词 | Science & Technology ; Technology |
DOI | 10.1109/LSP.2018.2858558 |
关键词[WOS] | RECOGNITION |
收录类别 | SCI |
语种 | 英语 |
项目资助者 | National Natural Science Foundation of China(61333015 ; Strategic Priority Research Program of the Chinese Academy of Sciences(XDB02070002) ; 61573359 ; 61672489 ; 61421004) |
WOS研究方向 | Engineering |
WOS类目 | Engineering, Electrical & Electronic |
WOS记录号 | WOS:000440702200006 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/21844 |
专题 | 多模态人工智能系统全国重点实验室_机器人视觉 |
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 |
第一作者单位 | 模式识别国家重点实验室 |
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. |
条目包含的文件 | 条目无相关文件。 |
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