IOE OpenIR  > 光电探测与信号处理研究室(五室)
Department光电探测与信号处理研究室(五室)
Face recognition based on convolution siamese networks
Wu, Haoran; Xu, Zhiyong; Zhang, Jianlin; Yan, Wei; Ma, Xiao
Source PublicationProceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017
Pages1-5
2018-02-22
Language英语
DOI10.1109/CISP-BMEI.2017.8302003
Indexed ByEi
EI Accession Number20182205252505
SubtypeC
AbstractIn this paper, we use convolutional siamese networks for face recognition. Face recognition is one of the non-contact biometrics and widely applied in many circumstances. As the advent of artificial intelligence era, the demands on accuracy and robustness get greater and greater at present. Due to its low accuracy and restrictions in many conditions, it's hard for traditional methods to satisfy the demands. In this paper we propose a new network with convolutional siamese architecture for face recognition. Like some common face recognition systems, we use face detection to get the position of the face in an image. The deep learning methods are used to exploit the feature of the face. We finish the comparison of the detected face and the faces in the database. The experiments demonstrate a very good performance compared to other methods. © 2017 IEEE.
KeywordBiomedical engineering Convolution Deep learning
EI KeywordsBiomedical engineering ; Convolution ; Deep learning
Conference Name10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017
Conference DateOctober 14, 2017 - October 16, 2017
Conference PlaceShanghai, China
EI Classification Number461.1 Biomedical Engineering ; 716.1 Information Theory and Signal Processing
Citation statistics
Document Type会议论文
Identifierhttp://ir.ioe.ac.cn/handle/181551/9124
Collection光电探测与信号处理研究室(五室)
AffiliationInstitute of Optics and Electronics, Chinese Academy of Sciences, University of the Chinese Academy of Sciences, Chengdu, China
Recommended Citation
GB/T 7714
Wu, Haoran,Xu, Zhiyong,Zhang, Jianlin,et al. Face recognition based on convolution siamese networks[C],2018:1-5.
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