CASIA OpenIR  > 模式识别国家重点实验室  > 机器人视觉
Deep Disentangling Siamese Network for Frontal Face Synthesis Under Neutral Illumination
Zhang, Ting1,2; Wang, Hong2; Dong, Qiulei1,2,3
Source PublicationIEEE SIGNAL PROCESSING LETTERS
2018-09-01
Volume25Issue:9Pages:1344-1348
SubtypeArticle
AbstractRecently, 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:
KeywordDiscriminative Representation Learning Disentangled Representation Frontal Face Synthesis Pose And Illumination Prediction Siamese Network
WOS HeadingsScience & Technology ; Technology
DOI10.1109/LSP.2018.2858558
WOS KeywordRECOGNITION
Indexed BySCI
Language英语
Funding OrganizationNational Natural Science Foundation of China(61333015 ; Strategic Priority Research Program of the Chinese Academy of Sciences(XDB02070002) ; 61573359 ; 61672489 ; 61421004)
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:000440702200006
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/21844
Collection模式识别国家重点实验室_机器人视觉
Affiliation1.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
First Author AffilicationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Recommended Citation
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.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Zhang, Ting]'s Articles
[Wang, Hong]'s Articles
[Dong, Qiulei]'s Articles
Baidu academic
Similar articles in Baidu academic
[Zhang, Ting]'s Articles
[Wang, Hong]'s Articles
[Dong, Qiulei]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Zhang, Ting]'s Articles
[Wang, Hong]'s Articles
[Dong, Qiulei]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.