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Shiguang Shan

 

Professor Shiguang Shan, PhD

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Deputy director of Key Lab of Intelligent Information Processing(IIP), Chinese Academy of Sciences.

A member of VIPL@IIP@ICT@CAS
A member of JDL (directed by Prof.Wen Gao).

My Homepage at JDL (for some non-academic articles in Chinese)

As a co-founder and main player, I am running Vision and Learning Seminar (VALSE)serving Chinese young researchers in CV/PR/ML/IP/MM fields. Welcome to join us to enjoy weekly online Webinars and annual gathering. More details: valser.org 

E-mail: sgshan [at] ict.ac dot cn

What's New about me?

  • My Google citations: 8418(2016/02/01); 7700(2015/12/01); 7286(2015/09/01); 5785(2014/11/01); 
  • My team wins the "Culture Event Recognition" challenge in Looking At People ChaLean@ICCV2015, and we also get the second best result in its "Apparent Age Estimation Estimation" challenge (2015/11/01). 
  • 4 co-authored papers are accepted by ICCV 2015. Congratulations, Kongming, Jie, Yan,  and Meina!  (2015/08/29)
  • 1 co-authored paper, "Mengyi Liu, Ruiping Wang, Shiguang Shan_, Xilin Chen. Learning Prototypes and Similes on Grassmann Manifold for Spontaneous Expression Recognition", is accepted by Computer Vision and Image Understanding. (2015/08/18)
  • 1 co-authored paper, "Zhiwu Huang, Shiguang Shan, Ruiping Wang, Haihong Zhang, Shihong Lao, Alifu Kuerban and Xilin Chen. A Benchmark and Comparative Study of Video-based Face Recognition on COX Face Database",is accepted by IEEE T on Image Processing
  • 1 co-authored paper, titled "Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, and Xilin Chen. Multi-View Discriminant Analysis",  is accepted by IEEE T PAMI
  • 1 co-authored paper, titled "Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xianqiu Li, Xilin Chen. Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification",  is accepted by ICML2015.
  • 4 co-authored papers are accepted by CVPR2015. 
  • We win the first position in IEEE FG15 PaSC video-based face recognition challenge
  • A co-authored paper is accepted by AAAI 2015 (Nov.9, 2014)

Research Interest

I mainly focus on Computer Vision, Pattern Recognition, Machine learning, and Human-Computer Interaction, etc. I especially focus on face recognition. I am not only interested in pure research (e.g., contributing knowledge on IJCV, IEEE T PAMI/IP and CVPR/ICCV/ECCV), but also always ready to apply our technologies to practical applications by closely collaborating with industry. 

I am also personally interested in Cognitive Neuroscience and its discipline-crossing with computer science, e.g., biologically inspired CV/ML models.

Work Experience

  • 2014.01-2015.01     Visiting scholar at Carnegie Mellon University
  • 2013.04-current       Deputy Director of Key Lab of Intelligent Information Processing, CAS
  • 2011.10-2013.03     Vice-director of Key Lab of Intelligent Information Processing, CAS
  • 2010.11-current       Professor with Institute of Computing Technology, CAS
  • 2005.11-2010.10      Associate Professor with Institute of Computing Technology, CAS
  • 2004.08-2005.10      Assistant Professor with Institute of Computing Technology, CAS
  • 2002.08-2004.08      Research Associate with Institute of Computing Technology, CAS

Education Experience

  • 1999.09 – 2004.07 PhD candidate with Institute of Computing Technology, CAS
  • 1997.09 – 1999.07 Master student with Computer College, Harbin Institute of Technology
  • 1993.09 – 1997.07 Undergraduate with Computer College, Harbin Institute of Technology

Selected Academic Activities

  • Since 2014, Associate Editor of IPSJ Transactions on Computer Vision and Application.
  • Since 2013, Associate Editor of IEEE Trans. on Image Processing
  • 2014, Workshop Chair of Asian Conference on Computer Vision ACCV2014.
  • 2014, Area Chair of International Conference on Pattern Recognition ICPR2014.
  • 2014, Area Chair of International Conference on Acoustics, Speech and Signal Processing.
  • Since 2013, Associate Editor of EURASIP Journal of Image and Video Processing.
  • Since 2013, Young Associate Editor of Frontiers of Computer Science.
  • 2013, PC Chair of CCBR2013.
  • 2013, Area Chair of FG2013.
  • Since 2012, Associate Editor of Neurocomputing
  • 2012, Area Chair of Asian Conference on Computer Vision ACCV2012
  • 2012, Area Chair of International Conference on Pattern Recognition ICPR2012
  • 2011, Area Chair of International Conference on Computer Vision 2011
  • 2011, Co-Chair of ICCV Workshop on Benchmarking Face Image Analysis Technologies (BeFIT)
  • 2011, Co-founder and Co-Chair of first Vision and Learning Seminar (VALSE) of Chinese Young Researchers.
  • 2010, Local Chair of ACM International Conference on Multi-modal Interface (ICMI)
  • 2008, Guest editor of Special Issue on Face Processing, Analysis and Recognition for International Journal on Pattern Recognition and Artificial Intelligence
  • 2008, Guest editor of Special Issue on Video-based Object and Event Analysis for Pattern Recognition Letters
  • 2007, Session Chair of International Conference on Multimedia Expo

Selected Awards and Honors

  • 2009, won the Silver Medal of "Scopus Future Star of Science Award"
  • 2009, won Beijing Nova Program
  • 2008, a co-authored paper won CVPR2008 Best Student Poster Award Runner-up
  • 2008, won LU JIAXI Young Scholar Award of Chinese Academy of Sciences, under the sponsor of WANG KUANCHENG Funds
  • 2006, (as the team leader) won the first place in the Face Verification Contest organized by IAPR ICB2006
  • 2005, won China's State Scientific and Technological Progress Awards
  • 2004, (as the team leader) won the first place in the face contest of the China's First Biometrics Verification Contest
  • 2003, won the Scientific and Technological Progress Awards of ShangHai

Selected Projects Experience

  • 2013-2015, PI of project titled "Visual Pattern Analysis and Recognition" funded by NSFC (Excellent Young Scholar Foundation).
  • 2012-2015, PI of project titled "Face Recognition Across Poses" funded by NSFC.
  • 2011-2013, PI of project titled "New Technologies and Methods in Intelligent Video Surveillance for Public Security" funded by Beijing Natural Science Foundation
  • 2010-2012, PI of project titled "Research & Development on Object Detection and Re-identification" funded by NEC Research Lab (Beijing)
  • 2008-2010, PI of projects titled "Local Visual Models for Image Recognition" funded by National Natural Science Foundation of China (NSFC)
  • 2008-2010, PI of project titled "R&D of Performance Driven Face Animation" funded by Nokia Research Center (China)
  • 2008-2010, PI of project titled "Hair Segmentation for Face Analysis" funded by NEC Research Lab (Beijing)
  • 2007-2009, PI of 863 projects titled "Novel Methods Inspired by Human Vision System" funded by China S&T Ministry

Selected Publications

Please download papers of interest here

Journal Articles

IJCV

  • Meina Kan, Junting Wu, Shiguang Shan, Xilin Chen. Domain Adaptation for Face Recognition: Targetize Source Domain Images Bridged by Common Subspace (TSC). International Journal of Computer Vision: Volume 109, Issue 1 (2014), Page 94-109

IEEE T PAMI

  • Meina Kan, Shiguang Shan, Haihong Zhang, Shihong Lao, and Xilin Chen. Multi-View Discriminant Analysis. IEEE Trans. on Pattern Analysis and Machine Intelligence. Accepted 2015.04
  • Jinli Suo, Xilin Chen, Shiguang Shan, Wen Gao and Qionghai Dai. A Concatenational Graph Evolution Aging Model. IEEE Trans. on Pattern Analysis and Machine Intelligence. 34(11):2083-2096, 2012.11
  • Ruiping Wang, Shiguang Shan, Xilin Chen, Jie Chen, Wen Gao. Maximal Linear Embedding for Dimensionality Reduction. IEEE Trans. on Pattern Analysis and Machine Intelligence. 33 (9), 1776 - 1792, 2011.9
  • Jie Chen, Shiguang Shan, Chu He, Guoying Zhao, Matti Pietikäinen, Xilin Chen, Wen Gao. WLD: A Robust Local Image Descriptor. IEEE Trans. on Pattern Analysis and Machine Intelligence. vol.32, no.9, 1705-1720, 2010.9
  • Jinli Suo, Song-Chun Zhu, Shiguang Shan, Xilin Chen, "A Compositional and Dynamic Model for Face Aging," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 3, pp. 385-401, Mar. 2010

IEEE T IP

  • Zhiwu Huang, Shiguang Shan, Ruiping Wang, Haihong Zhang, Shihong Lao, Alifu Kuerban and Xilin Chen. A Benchmark and Comparative Study of Video-based Face Recognition on COX Face Database. IEEE Trans. on Image Processing
  • Shaoxin Li, Xin Liu, Xiujuan Chai, Haihong Zhang, Shihong Lao, Shiguang Shan. Maximal Likelihood Correspondence Estimation for Face Recognition Across Pose. IEEE Trans. on Image Processing. (Accepted)
  • Meina Kan, Dong Xu, Shiguang Shan, Wen Li, Xilin Chen. Learning Prototype Hyperplanes for Face Verification in the Wild. IEEE Trans. on Image Processing (Accepted in 2013.03)
  • Ruiping Wang, Shiguang Shan, Xilin Chen, Wen Gao, Qionghai Dai. Manifold-Manifold Distance and Its Application to Face Recognition with Image Sets. IEEE Transactions on Image Processing. 21(10), pp4466-4479, Oct. 2012
  • Annan Li, Shiguang Shan and Wen Gao. Coupled Bias-Variance Trade off for Cross-Pose Face Recognition. IEEE Transactions on Image Processing, Vol.21, No.1, pp305-315, Jan.2012
  • Shufu Xie, Shiguang Shan, Xilin Chen, Jie Chen. Fusing Local Patterns of Gabor Magnitude and Phase for Face Recognition. IEEE Trans. on Image Processing. Vol.19, No.5, pp1349-1361, 2010.5
  • Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Hierarchical Ensemble of Global and Local Classifiers for Face Recognition. IEEE Transactions on Image Processing, VOL. 18, NO. 8, pp 1885-1896, Aug. 2009
  • Xiujuan Chai, Shiguang Shan, Xilin Chen and Wen Gao. Locally Linear Regression for Pose Invariant Face Recognition. IEEE Trans. on Image Processing. Vol.16, No.7, pp1716-1725, 2007.7
  • Baochang Zhang, Shiguang Shan, Xilin Chen, and Wen Gao. Histogram of Gabor Phase Patterns (HGPP): A Novel Object Representation Approach for Face Recognition. IEEE Transaction on Image Processing, 16(1), pp57-68, Jan.2007.

IEEE T NN

  • Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Classifiability-based Discriminatory Projection Pursuit. IEEE Trans. on Neural Network. Volume 22, Issue: 12, Pages: 2050-2061. Dec. 2011.

IEEE T SMC/A/B

  • Zhen Cui, Wen Li, Dong Xu, Shiguang Shan, Xilin Chen, and Xuelong Li. Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance. IEEE Trans. on Cybernetics. (Accepted)
  • Wei Zheng, Hong Chang, Luhong Liang, Haoyu Ren, Shiguang Shan, Xilin Chen. Strip Features for Fast Object Detection. IEEE Trans. on System, Man, and Cybernetics, Part B, 2012
  • Jinli Suo, Liang Lin, Shiguang Shan, Xilin Chen, Wen Gao. High Resolution Face Fusion for Gender Conversion. IEEE Trans. on System, Man, and Cybernetics (Part A). 41(2), 226-237, Mar. 2011
  • Bingpeng Ma, Shiguang Shan, Xilin Chen, and Wen Gao. Head Yaw Estimation from Asymmetry of Facial Appearance. IEEE Trans. on System, Man, and Cybernetics, Part B. vol.38, No.6, pp 1501-1512, 2008.12
  • Wen Gao, Bo Cao, Shiguang Shan, Xilin Chen, Delong Zhou, Xiaohua Zhang, Debin Zhao. The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations. IEEE Trans. on System Man, and Cybernetics (Part A) vol.38, no.1, pp149-161. 2008.1
  • Jie Chen, Ruiping Wang, Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao. Face Detection Based on the Example Resampling by Manifold. IEEE Transactions on Systems, Man, and Cybernetics-Part A, vol. 37, no. 6, pp.1017-1028. 2007.11

IEEE T CSVT

  • Meina Kan, Dong Xu, Shiguang Shan, Xilin Chen. Semi-supervised Hashing via Kernel Hyperplane Learning for Scalable Image Search. IEEE Transactions on circuits and systems for video technology. (2013-06-25, accepted)
  • Wen Gao, Yiqiang Chen, Rui Wang, Shiguang Shan, and Dalong Jiang, Learning and Synthesizing MPEG-4 Compatible 3-D Face Animation From Video Sequence, IEEE Transactions on circuits and systems for video technology, vol. 13, no. 11, pp1119-1128, 2003

PR

  • Meina Kan, Shiguang Shan, Yu Su, Dong Xu, Xilin Chen. Adaptive Discriminant Learning for Face Recognition. Pattern Recognition.(accepted)
  • Hu Han, Shiguang Shan, Xilin Chen, and Wen Gao. A Comparative Study on Illumination Preprocessing in Face Recognition. Pattern Recognition. 46 (2013) 1691–1699. Jan. 2013
  • Jie Chen, Xilin Chen, JieYang, Shiguang Shan, Ruiping Wang and Wen Gao, Optimization of a training set for more robust face detection, Pattern Recognition, Vol.42 No.11, pp2828 – 2840, Nov. 2009

Conferences Articles

NIPS papers

  • Zhen Cui, Hong Chang, Shiguang Shan, Xilin Chen. Generalized Unsupervised Manifold Alignment. NIPS2014.
  • Lu Jiang, Deyu Meng, Shoou-I Yu, Zhenzhong Lan, Shiguang Shan, Alexander G. Hauptmann. Self-Paced Learning with Diversity. NIPS2014.

ICCV papers

  • Meina Kan, Shiguang Shan, Xilin Chen. Bi-shifting Auto-Encoder for Unsupervised Domain Adaptation. International Conference on Computer Vision 2015. December 11-18, Santiago, Chile
  • Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen. Leveraging Datasets with Varying Annotations for Face Alignment via Deep Regression Network. International Conference on Computer Vision 2015. December 11-18, Santiago, Chile
  • Yan Li, Ruiping Wang, Haomiao Liu, Huajie Jiang, Shiguang Shan, Xilin Chen. Two Birds, One Stone: Jointly Learning Binary Code for Large-scale Face Image Retrieval and Attributes Prediction. International Conference on Computer Vision 2015. December 11-18, Santiago, Chile
  • Kongming Liang, Hong Chang, Shiguang Shan, Xilin Chen. A Unified Multiplicative Framework for Attribute Learning. International Conference on Computer Vision 2015. December 11-18, Santiago, Chile
  • Xiaowei Zhao, Shiguang Shan, Xiujuan Chai, Xilin Chen. Cascaded Shape Space Pruning for Robust Facial Landmark Detection. ICCV 2013
  • Zhiwu Huang, Xiaowei Zhao, Shiguang Shan, Ruiping Wang, Xilin Chen. Coupling Alignments with Recognition for Still-to-Video Face Recognition. ICCV2013
  • Annan Li, Shiguang Shan, Xilin Chen, Wen Gao. Face Recognition Based on Non-Corresponding Region Matching. 2th International Conference on Computer Vision, ICCV 2011 (Accepted)
  • Jinli Suo, Xilin Chen, Shiguang Shan, Wen Gao. Learning long term face aging patterns from partially dense aging databases. 12th International Conference on Computer Vision, ICCV 2009, pp 622-629, 2009/9/29
  • Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Hierarchical Ensemble of Global and Local Classifiers for Face Recognition. Proceedings of the 11th International Conference on Computer Vision (ICCV2007), ICCV978-1-4244-1631-8/08, Rio de Janeiro, Brazil, October 14-20, 2007
  • Wenchao Zhang, Shiguang Shan, Wen Gao, and Xilin Chen, “Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A Novel Non-Statistical Model for Face Representation and Recognition”, IEEE International Conference on Computer Vision, ICCV’05, pp.786-791, 2005.

CVPR papers

  • Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition”, to appear in Proc. of The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
  • Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold”, to appear in Proc. of The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
  • Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets”, to appear in Proc. of The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
  • Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan. Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition. to appear in Proc. of The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
  • Meina Kan, Shiguang Shan, Hong Chang, Xilin Chen. Stacked Progressive Auto-Encoder (SPAE) for Face Recognition Across Poses. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2014
  • Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen. Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2014
  • Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen. Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2014 (oral)
  • Risheng Liu, Junjie Cao, Zhouchen Lin, Shiguang Shan. Adaptive Partial Differential Equation Learning for Visual Saliency Detection. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2014 (oral)
  • Zhen Cui, Wen Li, Dong Xu, Shiguang Shan, Xilin Chen. Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2013
  • Zhen Cui, Shiguang Shan, Haihong Zhang, Shihong Lao, Xilin Chen. Image Sets Alignment for Video-based Face Recognition. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2012
  • Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Adaptive Generic Learning for Face Recognition from a Single Sample per Person. Accepted by IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2010.
  • Annan Li, Shiguang Shan, Xilin Chen, and Wen Gao. Maximizing Intra-individual Correlations for Face Recognition across Pose Difference. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2009.
  • Yazhou Liu, Shiguang Shan, Wenchao Zhang, Xilin Chen, Wen Gao. Granularity-tunable gradients partition (GGP) descriptors for human detection.  IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2009.
  • Xiaopeng Hong, Hong Chang, Shiguang Shan, Xilin Chen and Wen Gao. Sigma Set: A Small Second Order Statistical Region Descriptor. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2009.
  • Ruiping Wang, Shiguang Shan, Xilin Chen, Wen Gao. Manifold-Manifold Distance with Application to Face Recognition based on Image Set. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2008, Anchorage, Alaska, U.S.A, Jun. 2008 (Best Student Poster Award Runner-up)
  • Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Classifiability-Based Optimal Discriminatory Projection Pursuit. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2008, Anchorage, Alaska, U.S.A, Jun. 2008
  • Shiguang Shan, Bo Cao, Yu Su, Laiyun Qing, Xilin Chen, Wen Gao. Unified Principal Component Analysis with Generalized Covariance Matrix for Face Recognition. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2008, Anchorage, Alaska, U.S.A, Jun. 2008
  • Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao. Locally Assembled Binary (LAB) Feature for Fast and Accurate Face Detection. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2008, Anchorage, Alaska, U.S.A, Jun. 2008
  • Jie Chen, Shiguang Shan, Guoying Zhao, Xilin Chen, Wen Gao, Matti Pietikäinen. A Robust Descriptor based on Weber’s Law. IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, CVPR2008, Anchorage, Alaska, U.S.A, Jun. 2008
  • Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao. Matrix-Structural Learning (MSL) of Cascaded Classifier from Enormous Training Set. IEEE International Conference on Computer Vision and Pattern Recognition, CVPR2007.
  • Jinli Suo, Feng Min, SongChun Zhu, Shiguang Shan, Xilin Chen. A Multi-Resolution Dynamic Model for Face Aging Simulation. IEEE International Conference on Computer Vision and Pattern Recognition, CVPR2007
  • Baochang Zhang, Xilin Chen, Shiguang Shan, Wen Gao, Nonlinear Face Recognition based on Maximum Average Margin Criterion, IEEE CVPR 2005, vol.1, pp554-559, 2005.6

ECCV papers

  • Jie Zhang, Shiguang Shan, Meina Kan, and Xilin Chen. Coarse-to-Fine Auto-encoder Networks (CFAN) for Real-time Face Alignment. European Conference on Computer Vision. ECCV2014 (oral)
  • Zhen Cui, Hong Chang, Shiguang Shan, Bineng Zhong, and Xilin Chen. Deep Network Cascade for Image Super-resolution. European Conference on Computer Vision. ECCV2014
  • Xing Yan, Hong Chang, Shiguang Shan, and Xilin Chen. Modeling Video Dynamics with Deep Dynencoder. European Conference on Computer Vision. ECCV2014
  • Shaoxin Li, Xin Liu, Xiujuan Chai, Haihong Zhang, Shihong Lao, Shiguang Shan. Morphable Displacement Field based Image Matching for Face Recognition across Poses. 12th European Conference on Computer Vision (ECCV), Firenze, Italy, October 7-13, 2012.
  • Meina Kan, Shiguang  Shan, Haihong  Zhang, Shihong  Lao, Xilin  Chen. Multi-view Discriminant Analysis. 12th European Conference on Computer Vision (ECCV2012), Firenze, Italy, October 7-13, 2012.
  • Hu Han, Shiguang Shan, Xilin Chen, Shihong Lao, Wen Gao. Separability Oriented Preprocessing for Illumination-invariant Face Recognition. 12th European Conference on Computer Vision (ECCV2012), Firenze, Italy, October 7-13, 2012.
  • Xiaowei Zhao, Xiujuan Chai, Shiguang Shan. Joint Face Alignment: Rescue Bad Alignments with Good Ones by Regularized Re-fitting.12th European Conference on Computer Vision (ECCV2012), Firenze, Italy, October 7-13, 2012.
  • Hu Han, Shiguang Shan, Laiyun Qing, Xilin Chen, Wen Gao. Lighting Aware Preprocessing for Face Recognition across Varying Illumination. ECCV2010
  • Yazhou Liu, Shiguang Shan, Xilin Chen, Janne   Heikkila, Wen Gao, Matti Pietikäinen. Spatial-Temporal Granularity-tunable Gradients Partition (STGGP) descriptors for human detection. ECCV 2010
  • Hongming Zhang, Wen Gao, Xilin Chen, Shiguang Shan, Debin Zhao. Robust Multi-View Face Detection Using Error Correcting Output Codes, Proceeding of European Conference on Computer Vision. ECCV 2006. Part IV, LNCS 3954, pp1-12, Graz, Austria, May7-13, 2006