基本信息

山世光  博士/教授/博导  

中国科学院计算技术研究所/中国科学院大学

电子邮件: sgshan@ict.ac.cn

通信地址: 北京市海淀区科学院南路6号

邮政编码: 100190

研究方向:计算机视觉,模式识别,机器学习,基于视觉的情感计算


个人简介

**长期招聘博士后,从事Vision-based Deep Human Understanding相关方向,欢迎联络**

山世光,IEEE Fellow,中科院计算所研究员、博导,现任中科院智能信息处理重点实验室常务副主任,中国科学院大学岗位教授。他是基金委优青,第三批国家重要人才计划入选者,科技部创新人才推进计划中青年科技创新领军人才,人社部国家百千万人才工程有突出贡献中青年专家,首届腾讯科学探索奖获得者,CCF青年科学家奖获得者。他的研究领域为计算机视觉和机器学习。已在国内外刊物和学术会议上发表论文300余篇,其中CCF A类论文80余篇,论文被谷歌学术引用28000余次。曾应邀担任过CVPR/ICCV/AAAI/IJCAI/ACCV/ICPR/FG/ICASSP/BTAS等20余次领域主流国际会议的领域主席,现/曾任IEEE TIP, CVIU, PRL, Neurocomputing, FCS等国际学术刊物的编委(AE)。研究成果获2005年度国家科技进步二等奖,2015年度国家自然科学二等奖,CVPR2008 Best Student Poster Award Runner-up奖。他带领团队研发的人脸识别技术已应用于众多产品或系统中,取得了良好的经济和社会效益。


他的研究兴趣集中于以人脸识别为典型案例的计算机视觉和机器学习理论、方法和关键技术上,特别是在人脸识别领域有超过20年的研究经验。近年来开始关注基于视觉的情感计算和心理健康评估研究,包括表情识别、微表情分析、面部动作检测、视线估计和跟踪、生理指标测量、心理状态估计、精神状况分析等深刻理解人的计算机视觉方法。在理论和算法层面,他和团队有非常丰富的机器学习特别是深度学习研究经验,尤其关注X数据驱动的机器学习理论和方法,这里所谓的X数据包括小样本、无监督、半监督、弱监督、噪声标签、增广数据等等。


作为个人兴趣,他深切关注认知神经科学和脑科学的进展,并乐于思考和讨论生物视觉的本质问题,以及脑神经科学给视觉计算、情感感知等带来的启示。


My ORCID: https://orcid.org/0000-0002-8348-392X 

My Google scholarhttps://scholar.google.com/citations?user=Vkzd7MIAAAAJ

招生招聘信息

1、长期招聘博士后,要求博士期间研究方向为CV/PR/ML/NLP或神经科学领域,毕业于985高校者优先;

2、每年夏季招收免试研究生,研究方向为CV/PR/ML,学籍为中科院计算所;

3、招收优秀实习生,研究方向为CV/PR/ML,实习地点为中科院计算所。

教育背景

2013-12--2015-01   卡内基梅隆大学   访问学者
1999-09--2004-07   中国科学院计算技术研究所   博士
1997-09--1999-07   哈尔滨工业大学   硕士
1993-08--1997-08   哈尔滨工业大学   学士

工作经历与学术服务

工作简历
2013-03~现在, 中国科学院智能信息处理重点实验室, 常务副主任
2011-11~现在, 中国科学院智能信息处理重点实验室, 副主任
2010-10~现在, 中国科学院计算技术研究所, 研究员
2005-10~2010-09,中国科学院计算技术研究所, 副研究员
2004-08~2005-09,中国科学院计算技术研究所, 助理研究员
2002-08~2004-08,中国科学院计算技术研究所, 研究实习员
学术服务
2019-06-01-今,国际会议“AAAI2020”的Senior PC, Senior PC
2019-05-01-今,国际会议“FG2020”的领域主席(Area Chair), 领域主席(Area Chair)
2019-05-01-今,国际会议“CVPR2020”的领域主席(Area Chair), 领域主席(Area Chair)
2018-07-31-今,国际会议“国际计算机视觉与模式识别大会(CVPR)2019”的领域主席, 领域主席(Area Chair)
2018-01-01-2018-12-31,国际会议“亚洲计算机视觉大会(ACCV2018)”的领域主席, 领域主席(Area Chair)
2017-12-31-今,国际生物特征识别领域会议BTAS2018领域主席(Area Chair), 领域主席(Area Chair)
2017-08-31-今,国际会议“FG2018”的领域主席(Area Chair), 领域主席(Area Chair)
2016-12-31-今,国际刊物Computer Vision and Image Understanding的编委(Associate Editor), 编委(Associate Editor)
2016-12-30-2019-12-30,国际刊物Pattern Recognition Letters的编委(AE), 编委(Associate Editor)
2016-02-27-今,国际会议“亚洲计算机视觉大会(ACCV)2016”的领域主席, 领域主席(Area Chair)
2015-03-01-今,IEEE Senior member,
2013-05-01-今,刊物Frontier of Computer Science in China编委, Associate Editor
2013-02-27-2017-12-31,国际刊物IEEE Trans. on Image Processing的编委(AE), 编委(Associate Editor)
2012-05-22-2013-04-26,国际会议FG2013, Area Chair
2012-04-05-2013-09-30,国际会议ICPR2012的Area Chair,
2012-04-03-2012-10-06,国际会议ACCV2012的Area Chair,
2012-03-01-今,国际期刊Neurocomputing的Associate Editor,
2011-03-01-2012-11-08,国际会议ICCV2011的Area Chair,

教授课程

数字图像处理
模式识别与机器学习
人机交互界面理论与技术

出版信息

   
发表论文
[1] Qiao, Shishi, Wang, Ruiping, Shan, Shiguang, Chen, Xilin. Hierarchical image-to-image translation with nested distributions modeling. PATTERN RECOGNITION[J]. 2024, 第 3 作者146: http://dx.doi.org/10.1016/j.patcog.2023.110058.
[2] Yunjia Sun, Jiabei Zeng, Shiguang Shan. Gaze estimation with semi-supervised eye landmark detection as an auxiliary task. PATTERN RECOGNITION. 2024, 第 3 作者146: http://dx.doi.org/10.1016/j.patcog.2023.109980.
[3] Yifan Li, 韩琥, Shiguang Shan, Xilin Chen. DISC: Learning from Noisy Labels via Dynamic Instance-Specific Selection and Correction. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2023, 第 3 作者
[4] Minyang Hu, Hong Chang, Zong Guo, Bingpeng Ma, Shiguang Shan, Xilin Chen. Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes. NeurIPS. 2023, 第 5 作者
[5] 李笑颜, 阚美娜, 梁浩, 山世光. ProMIS:概率图采样图像增广驱动的弱监督物体检测方法. 中国图象图形学报[J]. 2023, 第 4 作者28(7): 2037-2053, http://lib.cqvip.com/Qikan/Article/Detail?id=7110355994.
[6] 侯瑞兵, 常虹, 马丙鹏, 黄锐, 山世光. 基于时序多尺度互补特征的视频行人重识别. 计算机学报[J]. 2023, 第 5 作者46(1): 31-50, http://lib.cqvip.com/Qikan/Article/Detail?id=7108684293.
[7] Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen. Importance First: Generating Scene Graph of Human Interest. International Journal of Computer Vision[J]. 2023, 第 3 作者
[8] Yuanyuan Liu, Jiyao Peng, Wei Dai, Jiabei Zeng, Shiguang Shan. Joint spatial and scale attention network for multi-view facial expression recognition. PATTERN RECOGNITION[J]. 2023, 第 5 作者  通讯作者  139: http://dx.doi.org/10.1016/j.patcog.2023.109496.
[9] Xin Cai, Jiabei Zeng, Shiguang Shan, Xilin Chen. Source-Free Adaptive Gaze Estimation by Uncertainty Reduction. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023, 第 3 作者https://openaccess.thecvf.com/content/CVPR2023/papers/Cai_Source-Free_Adaptive_Gaze_Estimation_by_Uncertainty_Reduction_CVPR_2023_paper.pdf.
[10] Shikang Yu, 韩琥, Shiguang Shan, Xilin Chen. CMOS-GAN: Semi-supervised Generative Adversarial Model for Cross-Modality Face Image Synthesi. IEEE Transactions on Image Processing (TIP)[J]. 2023, 第 3 作者32: 144-158, 
[11] Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen. Dual Compensation Residual Networks for Class Imbalanced Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 4 作者
[12] Qiao, Shishi, Wang, Ruiping, Shan, Shiguang, Chen, Xilin. Hierarchical disentangling network for object representation learning. PATTERN RECOGNITION[J]. 2023, 第 3 作者140: http://dx.doi.org/10.1016/j.patcog.2023.109539.
[13] Jiachen Liang, Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen. Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation. NeurIPS. 2023, 第 5 作者
[14] Li, Yong, Shan, Shiguang. Contrastive Learning of Person-Independent Representations for Facial Action Unit Detection. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2023, 第 2 作者  通讯作者  32: 3212-3225, http://dx.doi.org/10.1109/TIP.2023.3279978.
[15] Fei Chang, Jiabei Zeng, Qiaoyun Liu, Shiguang Shan. Gaze Pattern Recognition in Dyadic Communication. Proceedings of the 2023 Symposium on Eye Tracking Research and Applications. 2023, 第 4 作者https://dl.acm.org/doi/abs/10.1145/3588015.3588411.
[16] Wang, Cheng, Ma, Bingpeng, Chang, Hong, Shan, Shiguang, Chen, Xilin. Person Search by a Bi-Directional Task-Consistent Learning Model. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 4 作者25: 1190-1203, http://dx.doi.org/10.1109/TMM.2021.3140025.
[17] Wenrui Liu, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen. Diversity-Measurable Anomaly Detection. 2023 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2023, 第 4 作者
[18] Dongyagn Liu, Meina Kan, Shiguang Shan, Xilin Chen. Function-Consistent Feature Distillation. International Conference on Learning Representations (ICLR). 2023, 第 3 作者
[19] Li, Yong, Lao, Lingjie, Cui, Zhen, Shan, Shiguang, Yang, Jian. Graph Jigsaw Learning for Cartoon Face Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2022, 第 4 作者31: 3961-3972, http://dx.doi.org/10.1109/TIP.2022.3177952.
[20] 叶博涛, 常虹, 马丙鹏, 山世光, 陈熙霖. Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework. ECCV. 2022, 第 4 作者http://arxiv.org/abs/2203.11991.
[21] Jia, Yunpei, Zhang, Jie, Shan, Shiguang. Dual-Branch Meta-Learning Network With Distribution Alignment for Face Anti-Spoofing. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2022, 第 3 作者17: 138-151, http://dx.doi.org/10.1109/TIFS.2021.3134869.
[22] 张远航, 梁苏叁, 杨双, 山世光. UniCon+: ICTCAS-UCAS Submission to the AVA-ActiveSpeaker Task. CVPR ActivityNet Challenge. 2022, 第 4 作者
[23] Mingjie He, Jie Zhang, Shiguang Shan, Xiao Liu, Zhongqin Wu, Xilin Chen. Locality-Aware Channel-Wise Dropout for Occluded Face Recognition. IEEE Transactions on Image Processing (TIP)[J]. 2022, 第 3 作者  通讯作者  31: 788-798, 
[24] Liu, Yuanyuan, Dai, Wei, Feng, Chuanxu, Wang, Wenbin, Yin, Guanghao, Jiabei Zeng, Shiguang Shan. MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild. Proceedings of the 30th ACM International Conference on Multimedia. 2022, 第 7 作者  通讯作者  https://dl.acm.org/doi/abs/10.1145/3503161.3548190.
[25] Das, Abhijit, Niu, Xuesong, Dantcheva, Antitza, Happy, S L, Han, Hu, Zeghari, Radia, Robert, Philippe, Shan, Shiguang, Bremond, Francois, Chen, Xilin. A Spatio-Temporal Approach for Apathy Classification. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)[J]. 2022, 第 8 作者32(5): 2561-2573, http://dx.doi.org/10.1109/TCSVT.2021.3082857.
[26] Jinsong Chen, 韩琥, Shiguang Shan. Towards High-fidelity Face Self-occlusion Recovery via Multi-view Residual-based GAN Inversion. AAAI Conference on Artificial Intelligence (AAAI). 2022, 第 3 作者
[27] Gu, Xinqian, Chang, Hong, Ma, Bingpeng, Shan, Shiguang. Motion Feature Aggregation for Video-Based Person Re-Identification. IEEE TRANSACTIONS ON IMAGE PROCESSING. 2022, 第 4 作者31: 3908-3919, http://dx.doi.org/10.1109/TIP.2022.3175593.
[28] 李波, 朱策, 操晓春, 山世光, 石争浩, 潘金山, 刘家瑛, 胡海苗, 任文琦, 陈秀妍. 《中国图象图形学报》低质图像增强专刊简介. 中国图象图形学报. 2022, 第 4 作者27(5): 1335-1336, https://d.wanfangdata.com.cn/periodical/zgtxtxxb-a202205001.
[29] 冯大蕗, 杨双, 山世光, 陈熙霖. Audio-Driven Deformation Flow for Effective Lip Reading. International Conference on Pattern Recognition. 2022, 第 3 作者
[30] Kunyan Li, Jie Zhang, Shiguang Shan. Polynomial stacked-attention network for nationality classification. 中国计算机科学前沿:英文版[J]. 2022, 第 3 作者16(4): 3, http://lib.cqvip.com/Qikan/Article/Detail?id=7108020390.
[31] Yong Li, Jiabei Zeng, Shiguang Shan. Learning Representations for Facial Actions from Unlabeled Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2022, 第 3 作者  通讯作者  44(1): 302-317, https://ieeexplore.ieee.org/document/9145674.
[32] Zhou, Linmao, Chang, Hong, Ma, Bingpeng, Shan, Shiguang. Interactive Regression and Classification for Dense Object Detector. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2022, 第 4 作者31: 3684-3696, http://dx.doi.org/10.1109/TIP.2022.3174391.
[33] 胡民阳, 常虹, 马丙鹏, 山世光. Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks. IJCAI. 2022, 第 4 作者
[34] 李胤祺, 常虹, 马丙鹏, 山世光, 陈熙霖. Optimal Positive Generation via Latent Transformation for Contrastive Learning. NeurIPS. 2022, 第 4 作者
[35] Xuyang Guo, Meina Kan, Tianle Chen, Shiguang Shan. GAN with Multivariate Disentangling for Controllable Hair Editing. European Conference on Computer Vision (ECCV). 2022, 第 4 作者
[36] Hou, Ruibing, Ma, Bingpeng, Chang, Hong, Gu, Xinqian, Shan, Shiguang, Chen, Xilin. Feature Completion for Occluded Person Re-Identification. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2022, 第 5 作者44(9): 4894-4912, 
[37] Xu, Furong, Ma, Bingpeng, Chang, Hong, Shan, Shiguang. PRDP: Person Reidentification With Dirty and Poor Data. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2022, 第 4 作者52(10): 11014-11026, http://dx.doi.org/10.1109/TCYB.2021.3105970.
[38] Han, Chunrui, Shan, Shiguang, Kan, Meina, Wu, Shuzhe, Chen, Xilin. Personalized Convolution for Face Recognition. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2022, 第 2 作者130(2): 344-362, http://dx.doi.org/10.1007/s11263-021-01536-x.
[39] Xiangzhou Zhang, Bingpeng Ma, Chong Chang, Shiguang Shan, Xilin Chen. Location Sensitive Network for Human Instance Segmentation. Ieee Transactions on Image Processing[J]. 2021, 第 4 作者
[40] Sun, Haomiao, Pan, Hongyu, Han, Hu, Shan, Shiguang. Deep Conditional Distribution Learning for Age Estimation. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 第 4 作者16: 4679-4690, http://dx.doi.org/10.1109/TIFS.2021.3114066.
[41] He, Zhenliang, Kan, Meina, Shan, Shiguang. EigenGAN: Layer-Wise Eigen-Learning for GANs. 2021, 第 3 作者http://arxiv.org/abs/2104.12476.
[42] Xin Cai, Jiabei Zeng, Shiguang Shan. Landmark-aware Self-supervised Eye Semantic Segmentation. 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition. 2021, 第 3 作者https://ieeexplore.ieee.org/abstract/document/9667031.
[43] Xuran Sun, Jiabei Zeng, Shiguang Shan. Emotion-aware Contrastive Learning for Facial Action Unit Detection. 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition. 2021, 第 3 作者https://ieeexplore.ieee.org/abstract/document/9666945.
[44] Lai, Nan, Kan, Meina, Han, Chunrui, Song, Xingguang, Shan, Shiguang. Learning to Learn Adaptive Classifier-Predictor for Few-Shot Learning. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2021, 第 5 作者32(8): 3458-3470, http://dx.doi.org/10.1109/TNNLS.2020.3011526.
[45] Wang, Guoqing, Han, Hu, Shan, Shiguang, Chen, Xilin. Unsupervised Adversarial Domain Adaptation for Cross-Domain Face Presentation Attack Detection. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 第 3 作者16: 56-69, http://dx.doi.org/10.1109/TIFS.2020.3002390.
[46] Ziyi Bai, Ruiping Wang, Shiguang Shan, Xilin Chen. Local Feature Enhancement Network for Set-based Face Recognition. 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). 2021, 第 3 作者
[47] Yuan, Zheng, Zhang, Jie, Jia, Yunpei, Tan, Chuanqi, Xue, Tao, Shan, Shiguang. Meta Gradient Adversarial Attack. INTERNATIONALCONFERENCEONCOMPUTERVISIONICCV. 2021, 第 6 作者http://arxiv.org/abs/2108.04204.
[48] Mao, Fengling, Ma, Bingpeng, Chang, Hong, Shan, Shiguang, Chen, Xilin. Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2021, 第 4 作者64(2): 15-26, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=6915384&detailType=1.
[49] Hou, Ruibing, Chang, Hong, Ma, Bingpeng, Huang, Rui, Shan, Shiguang. BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification. 2021, 第 5 作者http://arxiv.org/abs/2104.14783.
[50] Jing, XiaoYuan, Zhang, Xinyu, Zhu, Xiaoke, Wu, Fei, You, Xinge, Gao, Yang, Shan, Shiguang, Yang, JingYu. Multiset Feature Learning for Highly Imbalanced Data Classification. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2021, 第 7 作者43(1): 139-156, http://dx.doi.org/10.1109/TPAMI.2019.2929166.
[51] Qiao, Shishi, Wang, Ruiping, Shan, Shiguang, Chen, Xilin. Deep video code for efficient face video retrieval. PATTERN RECOGNITION[J]. 2021, 第 3 作者113: http://dx.doi.org/10.1016/j.patcog.2020.107754.
[52] Abhijit Das, Xuesong Niu, Antitza Dantcheva, S. L. Happy, Hu Han, Radia Zeghari, Philippe Robert, Shiguang Shan, Francois Bremond, Xilin Chen. A Spatio-temporal Approach for Apathy Classification. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)[J]. 2021, 第 8 作者
[53] 孙哲南, 赫然, 王亮, 阚美娜, 冯建江, 郑方, 郑伟诗, 左旺孟, 康文雄, 邓伟洪, 张杰, 韩琥, 山世光, 王云龙, 茹一伟, 朱宇豪, 刘云帆, 何勇. 生物特征识别学科发展报告. 中国图象图形学报[J]. 2021, 第 13 作者26(6): 1254-1329, http://lib.cqvip.com/Qikan/Article/Detail?id=7105046440.
[54] Yunjia Sun, Jiabei Zeng, Shiguang Shan, Xilin Chen. Cross-Encoder for Unsupervised Gaze Representation Learning. Proceedings of the 19th IEEE International Conference on Computer Vision (ICCV). 2021, 第 3 作者https://ieeexplore.ieee.org/abstract/document/9710628.
[55] Guo, Xuyang, Kan, Meina, He, Zhenliang, Song, Xingguang, Shan, Shiguang. Image style disentangling for instance-level facial attribute transfer. COMPUTER VISION AND IMAGE UNDERSTANDING[J]. 2021, 第 5 作者207: http://dx.doi.org/10.1016/j.cviu.2021.103205.
[56] Xu, Furong, Ma, Bingpeng, Chang, Hong, Shan, Shiguang. PRDP: Person Reidentification With Dirty and Poor Data. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2021, 第 4 作者http://dx.doi.org/10.1109/TCYB.2021.3105970.
[57] Jia, Yunpei, Zhang, Jie, Shan, Shiguang, Chen, Xilin. Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing. PATTERN RECOGNITION[J]. 2021, 第 3 作者  通讯作者  115: http://dx.doi.org/10.1016/j.patcog.2021.107888.
[58] 冯大蕗, 杨双, 山世光. An Efficient Software for Building Lip Reading Models Without Pains. IEEE International Conference on Multimedia & Expo Workshops (ICMEW). 2021, 第 3 作者
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[144] Han, Hu, Jain, Anil K, Wang, Fang, Shan, Shiguang, Chen, Xilin. Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2018, 第 4 作者  通讯作者  40(11): 2597-2609, http://dx.doi.org/10.1109/TPAMI.2017.2738004.
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[146] Yuanyuan Liu, Jiabei Zeng, Shiguang Shan, Zhuo Zheng, IEEE. Multi-channel Pose-aware Convolution Neural Networks for Multi-view Facial Expression Recognition. PROCEEDINGS 2018 13TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2018)[J]. 2018, 第 3 作者  通讯作者  458-465, 
[147] Chen, Gang, Cai, Xufen, Han, Hu, Shan, Shiguang, Chen, Xilin, IEEE. HeadNet: Pedestrian Head Detection Utilizing Body in Context. PROCEEDINGS 2018 13TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2018). 2018, 第 4 作者556-563, 
[148] Shi, Xuepeng, Shan, Shiguang, Kan, Meina, Wu, Shuzhe, Chen, Xilin, IEEE. Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks. 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2018, 第 2 作者2295-2303, 
[149] Jiang, Huajie, Wang, Ruiping, Shan, Shiguang, Chen, Xilin. Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition. COMPUTER VISION - ECCV 2018, PT X[J]. 2018, 第 3 作者11214: 121-138, 
[150] Pan, Hongyu, Han, Hu, Shan, Shiguang, Chen, Xilin. Mean-Variance Loss for Deep Age Estimation from a Face. 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2018, 第 3 作者5285-5294, 
[151] Huang, Zhiwu, Wang, Ruiping, Li, Xianqiu, Liu, Wenxian, Shan, Shiguang, Van Gool, Luc, Chen, Xilin. Geometry-Aware Similarity Learning on SPD Manifolds for Visual Recognition. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2018, 第 5 作者28(10): 2513-2523, https://www.webofscience.com/wos/woscc/full-record/WOS:000448517900007.
[152] Zhang, Hao, Han, Hu, Cui, Jiyun, Shan, Shiguang, Chen, Xilin, IEEE. RGB-D Face Recognition via Deep Complementary and Common Feature Learning. PROCEEDINGS 2018 13TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2018). 2018, 第 4 作者8-15, 
[153] Zhang Gang, Han Hu, Shan Shiguang, Song Xingguang, Chen Xilin. Face Alignment across Large Pose via MT-CNN based 3D Shape Reconstruction. PROCEEDINGS 2018 13TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2018). 2018, 第 3 作者210-217, 
[154] Hu, Lanqing, Kan, Meina, Shan, Shiguang, Chen, Xilin, IEEE. Duplex Generative Adversarial Network for Unsupervised Domain Adaptation. 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2018, 第 3 作者1498-1507, 
[155] Yan, Zhaoyi, Li, Xiaoming, Li, Mu, Zuo, Wangmeng, Shan, Shiguang, Ferrari, V, Hebert, M, Sminchisescu, C, Weiss, Y. Shift-Net: Image Inpainting via Deep Feature Rearrangement. COMPUTER VISION - ECCV 2018, PT XIV. 2018, 第 5 作者11218: 3-19, http://dx.doi.org/10.1007/978-3-030-01264-9_1.
[156] Huang, Zhiwu, Wang, Ruiping, Shan, Shiguang, Van Gool, Luc, Chen, Xilin. Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2018, 第 3 作者  通讯作者  40(12): 2827-2840, http://dx.doi.org/10.1109/TPAMI.2017.2776154.
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[158] Luo Shiying, Kan Meina, Wu Shuzhe, Chen Xilin, Shan Shiguang, IEEE. Face Anti-Spoofing with Multi-Scale Information. 2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2018, 第 5 作者3402-3407, 
[159] Wang, Wen, Wang, Ruiping, Huang, Zhiwu, Shan, Shiguang, Chen, Xilin. Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2018, 第 4 作者27(1): 151-163, http://dx.doi.org/10.1109/TIP.2017.2746993.
[160] Zhu, Xiaoke, Jing, XiaoYuan, You, Xinge, Zuo, Wangmeng, Shan, Shiguang, Zheng, WeiShi. Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair With Feature Projection Matrix. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2018, 第 5 作者13(3): 717-732, http://dx.doi.org/10.1109/TIFS.2017.2765524.
[161] Liu, Yong, Wang, Ruiping, Shan, Shiguang, Chen, Xilin. Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships. 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)[J]. 2018, 第 3 作者6985-6994, 
[162] Niu, Xuesong, Han, Hu, Shan, Shiguang, Chen, Xilin. SynRhythm: Learning a Deep Heart Rate Estimator from General to Specific. 2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2018, 第 3 作者3580-3585, 
[163] Li, Shen, Ma, Bingpeng, Chang, Hong, Shan, Shiguang, Chen, Xilin, IEEE. CONTINUITY-DISCRIMINATION CONVOLUTIONAL NEURAL NETWORK FOR VISUAL OBJECT TRACKING. 2018 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2018, 第 4 作者
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[165] Cui, Jiyun, Han, Hu, Shan, Shiguang, Chen, Xilin. RGB-D Face Recognition: A Comparative Study of Representative Fusion Schemes. BIOMETRIC RECOGNITION, CCBR 2018. 2018, 第 3 作者10996: 358-366, 
[166] Yong Li, Jiabei Zeng, Shiguang Shan, Xilin Chen, IEEE. Patch-Gated CNN for Occlusion-aware Facial Expression Recognition. 2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)[J]. 2018, 第 3 作者2209-2214, 
[167] Jiang, Huajie, Wang, Ruiping, Li, Yan, Liu, Haomiao, Shan, Shiguang, Chen, Xilin. Attribute annotation on large-scale image database by active knowledge transfer. IMAGE AND VISION COMPUTING[J]. 2018, 第 5 作者78: 1-13, http://dx.doi.org/10.1016/j.imavis.2018.06.012.
[168] Song, Yu, Cui, Yuanshun, Han, Hu, Shan, Shiguang, Chen, Xilin. Scene Text Detection via Deep Semantic Feature Fusion and Attention-based Refinement. 2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2018, 第 4 作者3747-3752, 
[169] Niu Xuesong, Han Hu, Zeng Jiabei, Sun Xuran, Shan Shiguang, Huang Yan, Yang Songfan, Chen Xilin. Automatic Engagement Prediction with GAP Feature. ICMI'18: PROCEEDINGS OF THE 20TH ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION[J]. 2018, 第 5 作者599-603, http://dx.doi.org/10.1145/3242969.3264982.
[170] Jiabei Zeng, Shiguang Shan, Xilin Chen. Facial Expression Recognition with Inconsistently Annotated Datasets. COMPUTER VISION - ECCV 2018, PT XIII[J]. 2018, 第 2 作者11217: 227-243, 
[171] Jing XiaoYuan, Wu Fei, Dong Xiwei, Shan Shiguang, Chen Songcan, AAAI. Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification. THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 2017, 第 4 作者1374-1381, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000485630701058.
[172] Liu, Xin, Kan, Meina, Wu, Wanglong, Shan, Shiguang, Chen, Xilin. VIPLFaceNet: an open source deep face recognition SDK. FRONTIERS OF COMPUTER SCIENCE[J]. 2017, 第 4 作者  通讯作者  11(2): 208-218, http://dx.doi.org/10.1007/s11704-016-6076-3.
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[174] He, Zhenliang, Zhang, Jie, Kan, Meina, Shan, Shiguang, Chen, Xilin, IEEE. Robust FEC-CNN: A High Accuracy Facial Landmark Detection System. 2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW). 2017, 第 4 作者2044-2050, 
[175] Wang, Wen, Wang, Ruiping, Shan, Shiguang, Chen, Xilin. Discriminative Covariance Oriented Representation Learning for Face Recognition with Image Sets. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017)[J]. 2017, 第 3 作者5749-5758, 
[176] He, Zhenliang, Kan, Meina, Zhang, Jie, Chen, Xilin, Shan, Shiguang, IEEE. A Fully End-to-End Cascaded CNN for Facial Landmark Detection. 2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017). 2017, 第 5 作者200-207, 
[177] Gong Sixue, Han Hu, Shan Shiguang, Chen Xilin. Actions Recognition in Crowd Based on Coarse-to-Fine Multi-object Tracking. COMPUTER VISION - ACCV 2016 WORKSHOPS, PT III. 2017, 第 3 作者10118: 478-490, 
[178] Lu, Yuheng, Wang, Ruiping, Shan, Shiguang, Chen, Xilin, Chen, CS, Lu, J, Ma, KK. Multiple-Shot Person Re-identification via Riemannian Discriminative Learning. COMPUTER VISION - ACCV 2016 WORKSHOPS, PT III. 2017, 第 3 作者10118: 408-425, 
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[180] Niu, Xuesong, Han, Hu, Shan, Shiguang, Chen, Xilin. Continuous Heart Rate Measurement from Face: A Robust rPPG Approach with Distribution Learning. 2017 IEEE INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS (IJCB). 2017, 第 3 作者642-650, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000426973200078.
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[216] Zhang, Jie, Kan, Meina, Shan, Shiguang, Zhao, Xiaowei, Chen, Xilin, Cremers, D, Reid, I, Saito, H, Yang, MH. Topic-Aware Deep Auto-Encoders (TDA) for Face Alignment. COMPUTER VISION - ACCV 2014, PT III. 2015, 第 11 作者9005: 703-718, 
[217] Beveridge, J Ross, Zhang, Hao, Draper, Bruce A, Flynn, Patrick J, Feng, Zhenhua, Huber, Patrik, Kittler, Josef, Huang, Zhiwu, Li, Shaoxin, Li, Yan, Kan, Meina, Wang, Ruiping, Shan, Shiguang, Chen, Xilin, Li, Haoxiang, Hua, Gang, Struc, Vitomir, Krizaj, Janez, Ding, Changxing, Tao, Dacheng, Phillips, P Jonathon, IEEE. Report on the FG 2015 Video Person Recognition Evaluation. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 1. 2015, 第 13 作者
[218] Li, Yan, Wang, Ruiping, Shan, Shiguang, Chen, Xilin, IEEE. Hierarchical Hybrid Statistic based Video Binary Code and Its Application to Face Retrieval in TV-Series. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 3. 2015, 第 3 作者
[219] Li, Yan, Wang, Ruiping, Shan, Shiguang, Chen, Xilin, IEEE. Hierarchical Hybrid Statistic based Video Binary Code and Its Application to Face Retrieval in TV-Series. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 2. 2015, 第 3 作者
[220] Beveridge, J Ross, Zhang, Hao, Draper, Bruce A, Flynn, Patrick J, Feng, Zhenhua, Huber, Patrik, Kittler, Josef, Huang, Zhiwu, Li, Shaoxin, Li, Yan, Kan, Meina, Wang, Ruiping, Shan, Shiguang, Chen, Xilin, Li, Haoxiang, Hua, Gang, Struc, Vitomir, Krizaj, Janez, Ding, Changxing, Tao, Dacheng, Phillips, P Jonathon, IEEE. Report on the FG 2015 Video Person Recognition Evaluation. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 2. 2015, 第 13 作者
[221] Li, Yan, Wang, Ruiping, Shan, Shiguang, Chen, Xilin, IEEE. Hierarchical Hybrid Statistic based Video Binary Code and Its Application to Face Retrieval in TV-Series. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 5. 2015, 第 3 作者
[222] Cui, Zhen, Shan, Shiguang, Wang, Ruiping, Zhang, Lei, Chen, Xilin. Sparsely encoded local descriptor for face verification. NEUROCOMPUTING[J]. 2015, 第 2 作者  通讯作者  147: 403-411, http://dx.doi.org/10.1016/j.neucom.2014.06.044.
[223] Liu, Mengyi, Li, Shaoxin, Shan, Shiguang, Chen, Xilin. AU-inspired Deep Networks for Facial Expression Feature Learning. NEUROCOMPUTING[J]. 2015, 第 3 作者  通讯作者  159: 126-136, http://dx.doi.org/10.1016/j.neucom.2015.02.011.
[224] Zhang, Jie, Kan, Meina, Shan, Shiguang, Chen, Xilin, IEEE. Leveraging Datasets with Varying Annotations for Face Alignment via Deep Regression Network. 2015IEEEINTERNATIONALCONFERENCEONCOMPUTERVISIONICCV. 2015, 第 3 作者3801-3809, 
[225] Li, Yan, Wang, Ruiping, Shan, Shiguang, Chen, Xilin, IEEE. Hierarchical Hybrid Statistic based Video Binary Code and Its Application to Face Retrieval in TV-Series. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 1. 2015, 第 3 作者
[226] Beveridge, J Ross, Zhang, Hao, Draper, Bruce A, Flynn, Patrick J, Feng, Zhenhua, Huber, Patrik, Kittler, Josef, Huang, Zhiwu, Li, Shaoxin, Li, Yan, Kan, Meina, Wang, Ruiping, Shan, Shiguang, Chen, Xilin, Li, Haoxiang, Hua, Gang, Struc, Vitomir, Krizaj, Janez, Ding, Changxing, Tao, Dacheng, Phillips, P Jonathon, IEEE. Report on the FG 2015 Video Person Recognition Evaluation. 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 5. 2015, 第 13 作者
[227] Shan Shiguang. Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification. Proceedings of the 32 nd International Conference on Machine Learning. 2015, 第 1 作者
[228] Huang, Zhiwu, Wang, Ruiping, Shan, Shiguang, Chen, Xilin. Face recognition on large-scale video in the wild with hybrid Euclidean-and-Riemannian metric learning. PATTERN RECOGNITION[J]. 2015, 第 3 作者  通讯作者  48(10): 3113-3124, http://dx.doi.org/10.1016/j.patcog.2015.03.011.
[229] Shan Shiguang. Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR). 2015, 第 1 作者
[230] Li Yan, Wang Ruiping, Huang Zhiwu, Shan Shiguang, Chen Xilin. Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)[J]. 2015, 第 4 作者4758-4767, 
[231] Liu Xin, Shan Shiguang, Li Shaoxin, Hauptmann Alexander G, Jawahar CV, Shan S. Everything is in the Face? Represent Faces with Object Bank. COMPUTER VISION - ACCV 2014 WORKSHOPS, PT III. 2015, 第 11 作者9010: 180-193, 
[232] Kan, Meina, Shan, Shiguang, Chen, Xilin, IEEE. Bi-shifting Auto-Encoder for Unsupervised Domain Adaptation. 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). 2015, 第 2 作者3846-3854, 
[233] Wang, Wen, Wang, Ruiping, Huang, Zhiwu, Shan, Shiguang, Chen, Xilin. Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)[J]. 2015, 第 4 作者2048-2057, 
[234] Ma, Bingpeng, Li, Annan, Chai, Xiujuan, Shan, Shiguang. CovGa: A novel descriptor based on symmetry of regions for head pose estimation. NEUROCOMPUTING[J]. 2014, 第 4 作者143: 97-108, http://dx.doi.org/10.1016/j.neucom.2014.06.014.
[235] Kan Meina, Shan Shiguang, Chang Hong, Chen Xilin, IEEE. Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses. 2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2014, 第 2 作者1883-1890, 
[236] Li, Shaoxin, Liu, Xin, Chai, Xiujuan, Zhang, Haihong, Lao, Shihong, Shan, Shiguang. Maximal Likelihood Correspondence Estimation for Face Recognition Across Pose. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2014, 第 6 作者  通讯作者  23(10): 4587-4600, https://www.webofscience.com/wos/woscc/full-record/WOS:000209737800004.
[237] 吉娜烨, 柴秀娟, 山世光, 陈熙霖. 局部回归模型驱动的人脸素描自动生成. 计算机辅助设计与图形学学报[J]. 2014, 第 3 作者26(12): 2232-2243, https://www.jcad.cn/cn/article/id/9b4a9ee2-61df-4477-a8ab-ec05af1da456.
[238] Wang, Dan, Shan, Shiguang, Zhang, Hongming, Zeng, Wei, Chen, Xilin. Data-driven hair segmentation with isomorphic manifold inference. IMAGE AND VISION COMPUTING[J]. 2014, 第 2 作者  通讯作者  32(10): 739-750, http://dx.doi.org/10.1016/j.imavis.2014.02.011.
[239] Shan Shiguang. Domain Adaptation for Face Recognition: Targetize Source Domain Images Bridged by Common Subspace (TSC). International Journal of Computer Vision. 2014, 第 1 作者  通讯作者  
[240] Cui Zhen, Chang Hong, Shan Shiguang, Zhong Bineng, Chen Xilin, Fleet D, Pajdla T, Schiele B, Tuytelaars T. Deep Network Cascade for Image Super-resolution. COMPUTER VISION - ECCV 2014, PT V. 2014, 第 3 作者8693: 49-64, 
[241] Kan, Meina, Xu, Dong, Shan, Shiguang, Chen, Xilin. Semisupervised Hashing via Kernel Hyperplane Learning for Scalable Image Search. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2014, 第 3 作者24(4): 704-713, http://dx.doi.org/10.1109/TCSVT.2013.2276713.
[242] 李绍欣, 山世光, 阚美娜, 陈熙霖. 基于多视统一子空间的跨姿态人脸识别应用技术研究. 警察技术[J]. 2014, 第 2 作者8-11, http://lib.cqvip.com/Qikan/Article/Detail?id=662564152.
[243] Jiang, Lu, Meng, Deyu, Yu, Shoou, I, Lan, Zhenzhong, Shan, Shiguang, Hauptmann, Alexander G, Ghahramani, Z, Welling, M, Cortes, C, Lawrence, ND, Weinberger, KQ. Self-Paced Learning with Diversity. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 27 (NIPS 2014). 2014, 第 5 作者27: 
[244] Cui, Zhen, Li, Wen, Xu, Dong, Shan, Shiguang, Chen, Xilin, Li, Xuelong. Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2014, 第 4 作者44(12): 2264-2273, http://dx.doi.org/10.1109/TCYB.2014.2305701.
[245] Cui, Zhen, Chang, Hong, Shan, Shiguang, Ma, Bingpeng, Chen, Xilin. Joint sparse representation for video-based face recognition. NEUROCOMPUTING[J]. 2014, 第 3 作者135: 306-312, http://dx.doi.org/10.1016/j.neucom.2013.12.004.
[246] Yan Xing, Chang Hong, Shan Shiguang, Chen Xilin, Fleet D, Pajdla T, Schiele B, Tuytelaars T. Modeling Video Dynamics with Deep Dynencoder. COMPUTER VISION - ECCV 2014, PT IV. 2014, 第 3 作者8692: 215-230, 
[247] Liu, Risheng, Cao, Junjie, Lin, Zhouchen, Shan, Shiguang, IEEE. Adaptive Partial Differential Equation Learning for Visual Saliency Detection. 2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2014, 第 4 作者3866-3873, 
[248] 崔振, 山世光, 陈熙霖. 结构化稀疏线性判别分析. 计算机研究与发展[J]. 2014, 第 2 作者51(10): 2295-2301, http://lib.cqvip.com/Qikan/Article/Detail?id=662435621.
[249] Zhang Jie, Shan Shiguang, Kan Meina, Chen Xilin. Coarse-to-Fine Auto-Encoder Networks (CFAN) for Real-Time Face Alignment. COMPUTER VISION - ECCV 2014, PT II[J]. 2014, 第 2 作者8690: 1-16, 
[250] Han, Hu, Shan, Shiguang, Chen, Xilin, Gao, Wen. A comparative study on illumination preprocessing in face recognition. PATTERN RECOGNITION[J]. 2013, 第 2 作者  通讯作者  46(6): 1691-1699, http://dx.doi.org/10.1016/j.patcog.2012.11.022.
[251] Wang Dan, Shan Shiguang, Zhang Hongming, Zeng Wei, Chen Xilin, IEEE. Isomorphic Manifold Inference for Hair Segmentation. 2013 10TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG). 2013, 第 2 作者
[252] Zhao Xiaowei, Shan Shiguang, Chai Xiujuan, Chen Xilin, IEEE. Cascaded Shape Space Pruning for Robust Facial Landmark Detection. 2013 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). 2013, 第 2 作者1033-1040, 
[253] Liu, Chang Hong, Chen, Wenfeng, Han, Hu, Shan, Shiguang, Liu, CH reprint author, Bournemouth Univ, Sch Design Engn Comp, Poole BH BB, Dorset, England. Effects of Image Preprocessing on Face Matching and Recognition in Human Observers. APPLIED COGNITIVE PSYCHOLOGY[J]. 2013, 第 4 作者27(6): 718-724, http://dx.doi.org/10.1002/acp.2967.
[254] 韩琥, 山世光, 陈熙霖, 高文. 一种利用人脸对称性的光照归一化方法. 计算机研究与发展[J]. 2013, 第 2 作者50(4): 767-775, http://lib.cqvip.com/Qikan/Article/Detail?id=45305194.
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[256] Zheng, Wei, Chang, Hong, Liang, Luhong, Ren, Haoyu, Shan, Shiguang, Chen, Xilin. Strip Features for Fast Object Detection. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2013, 第 5 作者43(6): 1898-1912, http://dx.doi.org/10.1109/TSMCB.2012.2235066.
[257] Liu Mengyi, Wang Ruiping, Huang Zhiwu, Shan Shiguang, Chen Xilin, ACM. Partial Least Squares Regression on Grassmannian Manifold for Emotion Recognition. ICMI'13: PROCEEDINGS OF THE 2013 ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION. 2013, 第 4 作者525-530, http://dx.doi.org/10.1145/2522848.2531738.
[258] Kan, Meina, Xu, Dong, Shan, Shiguang, Li, Wen, Chen, Xilin. Learning Prototype Hyperplanes for Face Verification in the Wild. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2013, 第 3 作者22(8): 3310-3316, http://dx.doi.org/10.1109/TIP.2013.2256918.
[259] 王丹, 山世光, 张洪明, 曾炜, 陈熙霖. 一种由粗到细的头发分割方法. 软件学报[J]. 2013, 第 2 作者24(10): 2391-2404, http://lib.cqvip.com/Qikan/Article/Detail?id=47286061.
[260] Wang, Ruiping, Shan, Shiguang, Chen, Xilin, Dai, Qionghai, Gao, Wen. Manifold-Manifold Distance and Its Application to Face Recognition With Image Sets. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 第 2 作者21(10): 4466-4479, https://www.webofscience.com/wos/woscc/full-record/WOS:000309056700013.
[261] Suo, Jinli, Chen, Xilin, Shan, Shiguang, Gao, Wen, Dai, Qionghai. A Concatenational Graph Evolution Aging Model. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2012, 第 3 作者34(11): 2083-2096, https://www.webofscience.com/wos/woscc/full-record/WOS:000308755000002.
[262] Zheng, Wei, Liang, Luhong, Chang, Hong, Heng, CherKeng, Shan, Shiguang, Chen, Xilin. Boosted translation-tolerable classifiers for fast object detection. IMAGE AND VISION COMPUTING[J]. 2012, 第 5 作者30(8): 480-491, http://dx.doi.org/10.1016/j.imavis.2012.04.003.
[263] Han Hu, Shan Shiguang, Chen Xilin, Lao Shihong, Gao Wen. Separability Oriented Preprocessing for Illumination-Insensitive Face Recognition. COMPUTER VISION - ECCV 2012, PT VII. 2012, 第 2 作者7578: 307-320, 
[264] Zhao, Xiaowei, Chai, Xiujuan, Niu, Zhiheng, Heng, Cherkeng, Shan, Shiguang. Context modeling for facial landmark detection based on Non-Adjacent Rectangle (NAR) Haar-like feature. IMAGE AND VISION COMPUTING[J]. 2012, 第 5 作者  通讯作者  30(3): 136-146, http://dx.doi.org/10.1016/j.imavis.2011.12.004.
[265] Zhao, Xiaowei, Chai, Xiujuan, Shan, Shiguang, Fitzgibbon, A, Lazebnik, S, Perona, P, Sato, Y, Schmid, C. Joint Face Alignment: Rescue Bad Alignments with Good Ones by Regularized Re-fitting. COMPUTER VISION - ECCV 2012, PT II. 2012, 第 3 作者7573: 616-630, 
[266] Li, Annan, Shan, Shiguang, Gao, Wen. Coupled Bias-Variance Tradeoff for Cross-Pose Face Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 第 2 作者21(1): 305-315, https://www.webofscience.com/wos/woscc/full-record/WOS:000298325500026.
[267] Zhai, Deming, Chang, Hong, Shan, Shiguang, Chen, Xilin, Gao, Wen. Multiview Metric Learning with Global Consistency and Local Smoothness. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2012, 第 3 作者3(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000313763400015.
[268] Kan, Meina, Shan, Shiguang, Xu, Dong, Chen, Xilin, Hoey, J, McKenna, S, Trucco, E. Side-Information based Linear Discriminant Analysis for Face Recognition. PROCEEDINGS OF THE BRITISH MACHINE VISION CONFERENCE 2011. 2011, 第 2 作者http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000346360200128.
[269] Li, Annan, Shan, Shiguang, Chen, Xilin, Gao, Wen. Cross-pose face recognition based on partial least squares. PATTERN RECOGNITION LETTERS[J]. 2011, 第 2 作者32(15): 1948-1955, http://dx.doi.org/10.1016/j.patrec.2011.07.020.
[270] Suo, Jinli, Lin, Liang, Shan, Shiguang, Chen, Xilin, Gao, Wen. High-Resolution Face Fusion for Gender Conversion. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS[J]. 2011, 第 3 作者41(2): 226-237, https://www.webofscience.com/wos/woscc/full-record/WOS:000286385800003.
[271] Chen Cuixian, Yang Wankou, Wang Yishi, Shan Shiguang, Ricanek Karl, Sun Z, Lai JH, Chen XL, Tan TN. Learning Gabor Features for Facial Age Estimation. BIOMETRIC RECOGNITION. 2011, 第 4 作者7098: 204-+, 
[272] Su, Yu, Shan, Shiguang, Chen, Xilin, Gao, Wen. Classifiability-Based Discriminatory Projection Pursuit. IEEE TRANSACTIONS ON NEURAL NETWORKS[J]. 2011, 第 2 作者22(12): 2050-2061, https://www.webofscience.com/wos/woscc/full-record/WOS:000298051400018.
[273] Wang, Ruiping, Shan, Shiguang, Chen, Xilin, Chen, Jie, Gao, Wen. Maximal Linear Embedding for Dimensionality Reduction. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2011, 第 2 作者33(9): 1776-1792, http://dx.doi.org/10.1109/TPAMI.2011.39.
[274] Su Yu, Shan Shiguang, Chen Xilin, Gao Wen, IEEE. Adaptive Generic Learning for Face Recognition from a Single Sample per Person. 2010 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2010, 第 2 作者2699-2706, 
[275] Xie, Shufu, Shan, Shiguang, Chen, Xilin, Chen, Jie. Fusing Local Patterns of Gabor Magnitude and Phase for Face Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2010, 第 2 作者19(5): 1349-1361, https://www.webofscience.com/wos/woscc/full-record/WOS:000276815900021.
[276] Chen, Jie, Shan, Shiguang, He, Chu, Zhao, Guoying, Pietikainen, Matti, Chen, Xilin, Gao, Wen. WLD: A Robust Local Image Descriptor. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2010, 第 2 作者32(9): 1705-1720, http://dx.doi.org/10.1109/TPAMI.2009.155.
[277] Xie Shufu, Shan Shiguang, Chen Xilin, Chen Jie. Fusing local patterns of Gabor magnitude and phase for face recognition.. IEEE TRANSACTIONS ON IMAGE PROCESSING : A PUBLICATION OF THE IEEE SIGNAL PROCESSING SOCIETY. 2010, 第 2 作者http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=1&recid=&FileName=SJPD12102100906132&DbName=SJPD_01&DbCode=SJPD&yx=&pr=&URLID=&bsm=.
[278] Suo, Jinli, Zhu, SongChun, Shan, Shiguang, Chen, Xilin. A Compositional and Dynamic Model for Face Aging. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2010, 第 3 作者32(3): 385-401, http://www.corc.org.cn/handle/1471x/2413229.
[279] 牛志恒, 山世光, 陈熙霖. 双向层级结构分类器及其在面部特征点定位中的应用. 高技术通讯[J]. 2010, 第 2 作者816-821, http://lib.cqvip.com/Qikan/Article/Detail?id=35030047.
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[281] Hu Han, Shiguang Shan, Xilin Chen, Wen Gao. Maximizing Intra-Individual Correlation for Illumination-Insensitive Face Recognition. ICIP. 2010, 第 2 作者
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[283] Li, Bo, Chang, Hong, Shan, Shiguang, Chen, Xilin. Low-Resolution Face Recognition via Coupled Locality Preserving Mappings. IEEE SIGNAL PROCESSING LETTERS[J]. 2010, 第 3 作者17(1): 20-23, https://www.webofscience.com/wos/woscc/full-record/WOS:000290089100003.
[284] Li, Annan, Shan, Shiguang, Chen, Xilin, Gao, Wen, IEEE. Maximizing Intra-individual Correlations for Face Recognition Across Pose Differences. CVPR: 2009 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-4. 2009, 第 2 作者605-611, 
[285] Chen, Jie, Chen, Xilin, Yang, Jie, Shan, Shiguang, Wang, Ruiping, Gao, Wen. Optimization of a training set for more robust face detection. PATTERN RECOGNITION[J]. 2009, 第 4 作者42(11): 2828-2840, http://dx.doi.org/10.1016/j.patcog.2009.02.006.
[286] Xie, Shufu, Shan, Shiguang, Chen, Xilin, Meng, Xin, Gao, Wen. Learned local Gabor patterns for face representation and recognition. SIGNAL PROCESSING[J]. 2009, 第 2 作者  通讯作者  89(12): 2333-2344, http://www.corc.org.cn/handle/1471x/2403560.
[287] Niu, Zhiheng, Shan, Shiguang, Chen, Xilin. Facial Shape Localization Using Probability Gradient Hints. IEEE SIGNAL PROCESSING LETTERS[J]. 2009, 第 2 作者16(10): 897-900, https://www.webofscience.com/wos/woscc/full-record/WOS:000268527200010.
[288] Grgic, Mislav, Shan, Shiguang, Lukac, Rastislav, Wechsler, Harry, Bartlett, Marian Stewart. FACIAL IMAGE PROCESSING AND ANALYSIS. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. 2009, 第 2 作者23(3): 355-358, https://www.webofscience.com/wos/woscc/full-record/WOS:000267114600001.
[289] Suo Jinli, Chen Xilin, Shan Shiguang, Gao Wen, IEEE. Learning Long Term Face Aging Patterns from Partially Dense Aging Databases. 2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). 2009, 第 3 作者622-629, 
[290] 闫胜业, 山世光, 陈熙霖. 人脸检测中一种简单有效的合并重合窗口方法. 电脑知识与技术:学术交流[J]. 2009, 第 2 作者5(7): 5254-5255, http://lib.cqvip.com/Qikan/Article/Detail?id=30971769.
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[292] Su, Yu, Shan, Shiguang, Chen, Xilin, Gao, Wen. Hierarchical Ensemble of Global and Local Classifiers for Face Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2009, 第 2 作者18(8): 1885-1896, https://www.webofscience.com/wos/woscc/full-record/WOS:000268033300016.
[293] Liu Yazhou, Shan Shiguang, Zhang Wenchao, Chen Xilin, Gao Wen, IEEE. Granularity-tunable Gradients Partition (GGP) Descriptors for Human Detection. CVPR: 2009 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-4. 2009, 第 2 作者1255-+, 
[294] Li, Bo, Chang, Hong, Shan, Shiguang, Chen, Xilin, Zhou, ZH, Washio, T. Coupled metric learning for face recognition with degraded images. ADVANCES IN MACHINE LEARNING, PROCEEDINGS. 2009, 第 3 作者5828: 220-+, 
[295] Zhang, Wenchao, Shan, Shiguang, Qing, Laiyun, Chen, Xilin, Gao, Wen. Are Gabor phases really useless for face recognition?. PATTERN ANALYSIS AND APPLICATIONS[J]. 2009, 第 2 作者  通讯作者  12(3): 301-307, http://www.corc.org.cn/handle/1471x/2401007.
[296] Wang, Dan, Shan, Shiguang, Zeng, Wei, Zhang, Hongming, Chen, Xilin, IEEE. A NOVEL TWO-TIER BAYESIAN BASED METHOD FOR HAIR SEGMENTATION. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6. 2009, 第 2 作者2401-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464301051.
[297] Liu, Chang Hong, Chai, Xiujuan, Shan, Shiguang, Honma, Motoyasu, Osada, Yoshihisa. Synthesized Views Can Improve Face Recognition. APPLIED COGNITIVE PSYCHOLOGY[J]. 2009, 第 3 作者23(7): 987-998, http://dx.doi.org/10.1002/acp.1521.
[298] Li, Bo, Chang, Hong, Shan, Shiguang, Chen, Xilin, IEEE. LOCALITY PRESERVING CONSTRAINTS FOR SUPER-RESOLUTION WITH NEIGHBOR EMBEDDING. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6. 2009, 第 3 作者1185-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464300297.
[299] Su, Yu, Shan, Shiguang, Chen, Xilin, Gao, Wen, IEEE. Classifiability-based Optimal Discriminatory Projection Pursuit. 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12. 2008, 第 2 作者8-+, 
[300] Li Bo, Chang Hong, Shan Shiguang, Chen Xifin, Gao Wen, IEEE. Hallucinating Facial Images and Features. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6. 2008, 第 3 作者1126-+, 
[301] Chen, Jie, Shan, Shiguang, Zhao, Guoying, Chen, Xilin, Gao, Wen, Pietikainen, Matti, IEEE. A robust descriptor based on Weber's Law. 2008IEEECONFERENCEONCOMPUTERVISIONANDPATTERNRECOGNITIONVOLS112. 2008, 第 2 作者2355-+, 
[302] Yan, Shengye, Shan, Shiguang, Chen, Xilin, Gao, Wen, IEEE. Locally Assembled Binary (LAB) feature with feature-centric cascade for fast and accurate face detection. 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12. 2008, 第 2 作者3576-+, 
[303] Li Annan, Shan Shiguang, Chen Xilin, Chai Xiujuan, Gao Wen, IEEE. Recovering 3D Facial Shape via Coupled 2D/3D Space Learning. 2008 8TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2008), VOLS 1 AND 2. 2008, 第 2 作者661-+, 
[304] Han Hu, Shan Shiguang, Chen Xilin, Gao Wen. Illumination Transfer Using Homomorphic Wavelet Filtering and Its Application to Light-Insensitive Face Recognition. 2008 8TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2008), VOLS 1 AND 2. 2008, 第 2 作者206-211, 
[305] Ma, Bingpeng, Shan, Shiguang, Chen, Xilin, Gao, Wen. Head Yaw Estimation From Asymmetry of Facial Appearance. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS[J]. 2008, 第 2 作者38(6): 1501-1512, http://www.corc.org.cn/handle/1471x/2391219.
[306] Fang Youhan, Shan Shiguang, Chang Hong, Chen Xilin, Gao Wen, IEEE. Parzen Discriminant Analysis. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6. 2008, 第 2 作者2499-2502, 
[307] Zhong Bineng, Yao Hongxun, Shan Shiguang, Chen Xilin, Gao Wen, IEEE. Hierarchical Background Subtraction using Local Pixel Clustering. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6. 2008, 第 3 作者3926-3929, 
[308] Suo Jinli, Wu Tianfu, Zhu Songchun, Shan Shiguang, Chen Xilin, Gao Wen, IEEE. Design Sparse Features for Age Estimation using Hierarchical Face Model. 2008 8TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2008), VOLS 1 AND 2. 2008, 第 4 作者422-+, 
[309] Wang, Ruiping, Shan, Shiguang, Chen, Xilin, Gao, Wen. Manifold-Manifold Distance with application to face recognition based on image set. 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12[J]. 2008, 第 2 作者2940-+, 
[310] Shan, Shiguang, Cao, Bo, Su, Yu, Qing, Laiyun, Chen, Xilin, Gao, Wen, IEEE. Unified Principal Component Analysis with Generalized Covariance Matrix for face recognition. 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12. 2008, 第 1 作者265-+, 
[311] Gao, Wen, Cao, Bo, Shan, Shiguang, Chen, Xilin, Zhou, Delong, Zhang, Xiaohua, Zhao, Debin. The CAS-PEAL large-scale Chinese face database and baseline evaluations. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS[J]. 2008, 第 3 作者38(1): 149-161, https://www.webofscience.com/wos/woscc/full-record/WOS:000251974500014.
[312] 王瑞平, 陈杰, 山世光, 陈熙霖, 高文. 基于支持向量机的人脸检测训练集增强. 软件学报[J]. 2008, 第 3 作者19(11): 2921-2931, http://lib.cqvip.com/Qikan/Article/Detail?id=28637761.
[313] Ma Bingpeng, Shan Shiguang, Chen Xilin, Gao Wen, IEEE. Discriminant Analysis for Perceptionally Comparable Classes. 20088THIEEEINTERNATIONALCONFERENCEONAUTOMATICFACEGESTURERECOGNITIONFG2008VOLS1AND2. 2008, 第 2 作者410-415, 
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[315] Zhang Baochang, Shan Shiguang, Chen Xilin, Gao Wen. Histogram of Gabor phase patterns (HGPP): a novel object representation approach for face recognition.. IEEE TRANSACTIONS ON IMAGE PROCESSING : A PUBLICATION OF THE IEEE SIGNAL PROCESSING SOCIETY. 2007, 第 2 作者http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=1&recid=&FileName=SJPD12102103143927&DbName=SJPD_02&DbCode=SJPD&yx=&pr=&URLID=&bsm=.
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[318] 柴秀娟, 山世光, 卿来云, 陈熙霖, 高文. 基于3D人脸重建的光照、姿态不变人脸识别. 软件学报[J]. 2006, 第 2 作者17(3): 525-534, http://lib.cqvip.com/Qikan/Article/Detail?id=21308473.
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[320] Qing, Laiyun, Shan, Shiguang, Chen, Xilin, Gao, Wen, Tang, YY, Wang, SP, Lorette, G, Yeung, DS, Yan, H. Face recognition under varying lighting based on the probabilistic model of Gabor phase. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, PROCEEDINGS. 2006, 第 2 作者1139-+, 
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[322] Li Yi, Zhang Baochang, Shan Shiguang, Chen Xilin, Gao Wen, Tang YY, Wang SP, Lorette G, Yeung DS, Yan H. Bagging based efficient Kernel Fisher Discriminant Analysis for face recognition. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, PROCEEDINGS. 2006, 第 3 作者523-+, 
[323] Ma Bingpeng, Zhang Wenchao, Shan Shiguang, Chen Xilin, Gao Wen, Tang YY, Wang SP, Lorette G, Yeung DS, Yan H. Robust head pose estimation using LGBP. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS. 2006, 第 3 作者512-+, 
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发表著作
(1) 《人工智能导论》, 中国科学技术出版社, 2018-08, 第 5 作者