中科院计算所视觉信息处理与学习组

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科学研究
人脸组

组  长:山世光研究员

Email:sgshan at ict.ac dot cn

人脸组成立于1999年,已在该人脸识别相关领域耕耘17年。相关成果获2005年度国家科技进步二等奖,2015年度国家自然科学二等奖。且相关成果已成功应用于公安人脸识别系统、华为手机等。2016年,实验室成立了中科视拓(北京)科技有限公司专门进行相关技术的产业化工作。
研究内容

人脸检测与跟踪,面部特征点定位,人脸识别与确认,3D人脸重建,表情分析与识别

Current Research Projects:

Under construction...
部分论文

刊物论文

1.    Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Wangmeng Zuo, Shiguang Shan, Wei-Shi Zheng, "Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair with Feature Projection Matrix", IEEE Transactions on Information Forensics and Security, vol.13, no.3, pp.717-732, March.2018 【pdf】

2.    Shuzhe Wu, Mein Kan, Zhenliang He, Shiguang Shan, Xilin Chen, "Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness", Neurocomputing, vol.221, no.19, pp.138–145, 2017.1 【pdf】

3.    Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, "Prototype Discriminative Learning for Image Set Classification", IEEE Signal Processing Letters, vol.24, no.9, pp.1318-1322, 2017.7 【pdf】

4.    Xin Liu, Meina Kan, Wanglong Wu, Shiguang Shan, Xilin Chen, "VIPLFaceNet: An Open Source Deep Face Recognition SDK", Frontier of Computer Science, vol.11, no.2, pp.208–218, 2017.4 【pdf】

5.    Keyurkumar Patel, Hu Han, Anil K.Jain, "Secure Face Unlock: Spoof Detection on Smartphones", IEEE Transactions on Information Forensics and Security, 2016.6.8 【pdf】

6.    陈熙霖, 胡事民, 孙立峰, "面向真实世界的智能感知与交互", 中国科学杂志社, 46卷, 8期, pp. 969–981, 2016 【pdf】

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9.    Changhong Liu, Wenfeng Chen, Hu Han, and Shiguang Shan. Effects of Image Preprocessing on Face Matching and Recognition in Human Observers. Applied Cognitive Psychology, vol.27, no. 6, pp. 718-724, Nov. 2013. 【pdf】

10.    Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. A Comparative Study on Illumination Preprocessing in Face Recognition. Pattern Recognition (P.R.), vol. 46, no. 6, pp. 1691-1699, Jun. 2013. (CCF-B) 【pdf】

11.    Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. A Lighting Normalization Approach Exploiting Face Symmetry. Journal of Computer Research and Development, vol. 50, no. 4, pp. 767-775, 2013. 【pdf】

会议论文

1.    Difei Gao, Ruiping Wang, Shiguang Shan, Xilin Chen, "Visual Textbook Network:Watch Carefully before Answering Visual Questions", British Machine Vision ConferenceConference(BMVC2017), 2017 【pdf】

2.    Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, "Discriminative Covariance Oriented Representation Learning for Face Recognition with Image Sets", IEEE International Conference on Computer Vision and Pattern Recognition(CVPR2017), vol.30, pp.5749-5758, 2017.7 【pdf】

3.    Yong Li, Jiabei Zeng, Jie Zhang, Anbo Dai, Meina Kan, Shiguang Shan, Xilin Chen, "KinNet:Fine-to-Coarse Deep Metric Learning for Kinship Verification", Recognizing Families In the Wild(RFIW2017):Data Challenge Workshop in conjunction with ACMMM 2017 【pdf】

4.    Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen, "Occlusion-Free Face Alignment: Deep Regression Networks Coupled with De-Corrupt AutoEncoders", IEEE Conference on Computer Vision and Pattern Recognition(CVPR2016), 2016.7.2 【pdf】

5.    Keyurkumar Patel, Hu Han, Anil K. Jain, "Cross-Database Face Antispoofing with Robust Feature Representation", The 11th Chinese Conference on Biometric Recognition, 2016/10/14 【pdf】

6.    Meina Kan, Shiguang Shan, Xilin Chen, "Multi-View Deep Network for Cross-View Classification", IEEE Conference on Computer Vision and Pattern Recognition(CVPR2016), 2016.7.2 【pdf】

7.    Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen, "Deep Video Code for Efficient Face Video Retrieval", Asian Conference on Computer Vision(ACCV2016) 【pdf】

8.    Sixue Gong, Hu Han, Shiguang Shan, Xilin Chen, "Actions Recognition in Crowd Based on Coarse-to-Fine Multi-Object Tracking", Asian Conference on Computer Vision Workshops(ACCV2016), 2016.11.20 【pdf】

9.    Yuheng Lu, Ruiping Wang, Shiguang Shan, Xilin Chen, "Multiple-shot Person Re-identification via Riemannian Discriminative Learning". Asian Conference on Computer Vision Workshops(ACCV2016), 2016. 【pdf】

10.    M. Kan, S. Shan, H. Chang, X. Chen. Stacked progressive auto-encoders (SPAE) for face recognition across poses. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2014. 【pdf】

11.    Hu Han, Shiguang Shan, Xilin Chen, Shihong Lao, and Wen Gao. Separability Oriented Preprocessing for Illumination-invariant Face Recognition. in Proc. 12th European Conference on Computer Vision (ECCV), Firenze, Italy, Oct. 7-13, 2012. 【pdf】

12.    Hu Han, Shiguang Shan, Laiyun Qing, Xilin Chen, and Wen Gao. Lighting Aware Preprocessing for Face Recognition across Varying Illumination. in Proc. 11th European Conference on Computer Vision (ECCV), Crete, Greece, Sep. 2010. 【pdf】

13.    Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. Gray-Scale Super-Resolution for Face Recognition from Low Gray-Scale Resolution Face Images. in Proc. International Conference on Image Processing (ICIP), Hong Kong, Sep. 2010. 【pdf】

14.    Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. Maximizing Intra-Individual Correlation for Illumination-Insensitive Face Recognition. in Proc. International Conference on Image Processing (ICIP), Hong Kong, Sep. 2010. 【pdf】

视觉信息处理和学习组
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  • Email:yi.cheng@vipl.ict.ac.cn
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