Research Areas Academic Services Selected Publications
     
 
  • Prof. Dr. Xilin Chen, Senior Member of IEEE, Senior Member of CCF
    Institute of Computing Technology, Chinese Academy of Sciences

    Email: xlchen AT ict DOT ac DOT cn
    Telephone: +86-10-62600558
    Mailing Address: 6 Kexueyuan Nanlu, Haidian District, Beijing
    Zipcode: 100190 

 
     
  Research Areas    
 

    Computer Vision
    Pattern Recognition
    Multimedia
    Multimodal Interfaces

 
     
  Academic Services    
 

    • Associate Editor, IEEE Transactions on Image Processing
    • Subject Area Editor, Journal of Computer Science and Technology, Science Press & Springer
    • Associate Editor, Frontiers of Computer Science in China, Springer Press / High Education Press 
    • Associate Editor, Chinese Journal of Computer (in Chinese), Academy Press.
    • Associate Editor, Information and Communication Technology (in Chinese)
    • Gereral Chair, The 10th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2013), April 22-26, 2013, Shanghai, China
    • Tutorial Chair, The Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), March 21-25, 2011, Santa Barbara, USA
    • Program Chair, The 12th International Conference on Multimodal Interfaces and Workshop on Machine Learning for Multi-modal Interfaces, November 8-11, 2010, Beijing, China
    • Workshop Chair, The 11th International Conference on Multimodal Interfaces and Workshop on Machine Learning for Multi-modal Interfaces, November 2-6, 2009, Boston, USA
    • Local Chair, ACM Multimedia 2009, Oct. 19-24, 2009, Beijing, China
      Local Chair, 2007 International Conference on Multimedia and Expo, July 2-5, 2007, Beijing, China
    • Publicity and Liaison Chair, 2006 Pacific-Rim Conference on Multimedia, Nov. 2-4, 2006, Hangzhou, China
    • Demo Chair, 8th International Conference on Multimodal Interfaces, Nov. 1-3, 2006, Banff, Alberta, Canada

 
     
  Selected Publications    
 

    Journal Papers

    1. Ruiping Wang, Shiguang Shan, Xilin Chen, Wen Gao. Maximal Linear Embedding for Dimensionality Reduction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(9): 1776-1792, 2011.
    2. Jie Chen, Shiguang Shan, Chu He, Guoying Zhao, Matti Pietikäinen, Xilin Chen, Wen Gao. WLD: A Robust Local Image Descriptor. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(9): 1705-1720, 2010.
    3. Shufu Xie, Shiguang Shan, Xilin Chen, Jie Chen. Fusing Local Patterns of Gabor Magnitude and Phase for Face Recognition. IEEE Transactions on Image Processing, 19(5):1349- 1361, May 2010.
    4. 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, 32(3): 385-401, 2010.
    5. Bo Li, Hong Chang, Shiguang Shan, Xilin Chen. Low Resolution Face Recognition via Coupled Locality Preserving Mappings. IEEE Signal Processing Letters, 17(1): 20-23, 2010
    6. Shufu Xie, Shiguang Shan, Xilin Chen, Xin Meng, Wen Gao. Learned local Gabor patterns for face representation and recognition. Signal Processing, 89(12): 2333-2344, 2009
    7. Bo Li, Hong Chang, Shiguang Shan, Xilin Chen. Aligning Coupled Manifolds for Face Hallucination. IEEE Signal Processing Letters, 16(11): 957-960, 2009.
    8. Jie Chen, Xilin Chen, Jie Yang, Shiguang Shan, Ruiping Wang, Wen Gao. Optimization of a training set for more robust face detection. Pattern Recognition, 41(11): 2828-2840, 2009.
    9. Zhiheng Niu, Shiguang Shan, Xilin Chen. Facial Shape Localization Using Probability Gradient Hints. IEEE Signal Processing Letters, 16(10): 897-900, 2009.
    10. Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Hierarchical Ensemble of Global and Local Classifiers for Face Recognition, IEEE Transactions on Image Processing, 18(8):1885 - 1896, Aug. 2009.
      Bingpeng Ma, Shiguang Shan, Xilin Chen, and Wen Gao. Head yaw estimation from asymmetry of facial appearance. IEEE Transactions on Systems, Man, and Cybernetics–Part B: Cybernetics, 38(6):1501-1512, 2008.
    11. Wenchao Zhang, Shiguang Shan, Laiyun Qing, Xilin Chen and Wen Gao. Are Gabor phases really useless for face recognition? Pattern Analysis & Applications, May, 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 Transactions on System, Man, and Cybernetics, Part A, 38(1): 149-161, 2008.1
    13. Qi Wang, Xilin Chen, Liangguo Zhang, Chunli Wang, and Wen Gao. Viewpoint Invariant Sign Language Recognition. Computer Vision and Image Understanding, 108(1-2): 87-97, Oct.-Nov., 2007.
    14. Xiujuan Chai, Shiguang Shan, Xilin Chen, Wen Gao. Locally Linear Regression for Pose-Invariant Face Recognition. IEEE Transactions on Image Processing, 16(7): 1716-1725, 2007.7.
    15. Baochang Zhang, Shiguang Shang, Xilin Chen, and Wen Gao. Histogram of Gabor Phase Pattern (HGPP): A Novel Object Representation Approach for Face Recognition. IEEE Transactions on Image Processing, 16(1): 57-68, 2007.1.
    16. Hongming Zhang, Wen Gao, Xilin Chen, Debin Zhao. Object Detection Using Spatial Histogram Features. Image and Vision Computing, 24(4): 327-341, 2006.4.
    17. Wen Wu, Xilin Chen, and Jie Yang. Detection of Text on Road Signs from Video. IEEE Transactions on Intelligent Transportation Systems, 6(4): 378-390, 2005.
    18. Rainer Stiefelhagen, Xilin Chen, Jie Yang. Capturing Interactions in Meetings with Omnidirectional Cameras. International Journal of Distance Education Technologies, 3(3): 32-45. 2005.
    19. Xilin Chen, Jie Yang, Jing Zhang, and Alex Waibel. Automatic Detection and Recognition of Signs from Natural Scenes. IEEE Transactions on Image Processing, 13(1): 87-99, 2004.
    20. Jie Yang, Xilin Chen, William Kunz, Harsh Kundra. Face as an Index: Knowing Who Is Who Using a PDA. International Journal of Imaging Systems and Technology, 13(1): 33-41, 2003.


    Conference Papers

    1. Shiguang Shan, Laiyun Qing, Xilin Chen, Wen Gao. Lighting Aware Preprocessing for Face Recognition across Varying Illumination. Proceedings of the 11th European Conference on Computer Vision, pp. 308–321, Sept. 5-11, 2010, Heraklion, Crete, Greece.
    2. Yazhou Liu, Shiguang Shan, Xilin Chen, Janne Heikkila, Wen Gao, Matti Pietikäinen. Spatial-Temporal Granularity-tunable Gradients Partition (STGGP) descriptors for human detection. Proceedings of the 11th European Conference on Computer Vision, pp. 327–340, Sept. 5-11, 2010, Heraklion, Crete, Greece.
    3. Deming Zhai, Hong Chang, Bo Li, Shiguang Shan, Xilin Chen, Wen Gao. Manifold Alignment Via Corresponding Projections. Proceedings of British Machine Vision Conference (BMVC), August 31-September 3, 2010, Aberystwyth, UK.
    4. Qi Wang, Xilin Chen, Wen Gao, Skin Color Weighted Disparity Competition for Hand Segmentation from Stereo Camera, Proceedings of British Machine Vision Conference (BMVC), August 31-September 3, 2010, Aberystwyth, UK.
    5. Yu Su, Shiguang Shan, Xilin Chen, Wen Gao. Adaptive Generic Learning for Face Recognition from a Single Sample per Person. Proceedings of the 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2699-2706, June 13-18, 2010, San Francisco, CA, USA
    6. Bo Li, Hong Chang, Shiguang Shan, Xilin Chen, Coupled metric learning for face recognition with degraded images, Advances in Machine Learning - Proceedings of the First Asian Conference on Machine Learning, LNAI, Vol. 5828 pp. 220-233, 2009
    7. Jinli Suo, Xilin Chen, Shiguang Shan, Wen Gao, Learning Long Term Face Aging Patterns from Partially Dense Aging Databases, Proceedings of the 12th International Conference on Computer Vision (ICCV2009), Sept. 28-Oct. 2, 2009, Kyoto, Japan.
    8. Deming Zhai, Hong Chang, Bo Li, Shiguang Shan, Xilin Chen and Wen Gao, Semi-Supervised Discriminant Analysis via Spectral Transduction, Proc. of the 20th British Machine Vision Conference, Spet. 7-10, 2009, London, UK
    9. Ruiping Wang, Xilin Chen, Manifold Discriminant Analysis, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA
    10. Annan Li, Shiguang Shan, Xilin Chen, and Wen Gao, Maximizing Intra-individual Correlations for Face Recognition Across Pose Differences, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA
    11. Yazhou Liu, Shiguang Shan, Wenchao Zhang, Xilin Chen, Wen Gao, Granularity-tunable gradients partition (GGP) descriptors for human detection, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA.
    12. Xiaopeng Hong, Hong Chang, Shiguang Shan, Xilin Chen and Wen Gao, Sigma Set: A Small Second Order Statistical Region, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA.
    13. Ruiping Wang, Shiguang Shan, Xilin Chen, and Wen Gao. Manifold-Manifold Distance with Application to Face Recognition based on Image Set. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA (Best Student Poster Award Runner-up)
    14. Yu Su, Shiguang Shan, Xilin Chen, and Wen Gao. Classifiability-Based Optimal Discriminatory Projection Pursuit. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA
    15. Shengye Yan, Shiguang Shan, Xilin Chen, and Wen Gao. Locally Assembled Binary (LAB) Feature for Fast and Accurate Face Detection. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA
    16. Jie Chen, Shiguang Shan, Guoying Zhao, Xilin Chen, and Wen Gao. A Robust Descriptor based on Weber’s Law. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA
    17. Shiguang Shan, Bo Cao, Yu Su, Laiyun Qing, Xilin Chen, and Wen Gao. Unified Principal Component Analysis with Generalized Covariance Matrix for Face Recognition. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA.
    18. 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), October 14-20, 2007, Rio de Janeiro, Brazil.
    19. 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, June 18-23, 2007, Minneapolis, MI, USA.
    20. 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, June 18-23, 2007, Minneapolis, MI, USA.
    21. Wenchao Zhang, Shiguang Shan, Wen Gao, Xilin Chen, Hongming Zhang, Jianyu Wang. Local Gabor Binary Pattern Histogram Sequence (LGBPHS): a Novel Non-Statistical Model for Face Representation and Recognition. Proceedings of the 10th International Conference on Computer Vision (ICCV), Vol. 1, pp. 786-791, October 15-21, 2005, Beijing, China.
    22. Baochang Zhang, Xilin Chen, Shiguang Shan, Wen Gao. Nonlinear Face Recognition based on Maximum Average Margin Criterion, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2005), Vol. 1, pp. 554-559, June 20-26, 2005, San Diego, CA, USA.
    23. Jianyu Wang, Xilin Chen and Wen Gao. Online Selecting Discriminative Tracking Features using Particle Filter. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2005), Vol. 2: 1036-1041, June 20-26, 2005, San Diego, CA, USA.
    24. Wen Wu, Xilin Chen, Jie Yang. Detection of Text on Road Signs from Video with Application to a Driving Assistant System. Proceedings of the 12th International Conference on Multimedia (ACM MM 2004), pp. 852-859, Oct. 10-16, 2004, New York, NY, USA.
    25. Xilin Chen, Jie Yang, Alex Waibel. Calibration of a Hybrid Camera Network. Proceedings of the 9th International Conference on Computer Vision, pp. 150-155, Oct. 13-16, 2003, Nice, France.


 
     

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