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陈熙霖 教授

发布日期:2015-03-19  访问量:3552

陈熙霖教授,博士、研究员、博士生导师。1988年、1991年和1994年分别于哈尔滨工业大学计算机系获得学士、硕士和博士学位。毕业后留校任教,先后任讲师(1994)、副教授(1996)、教授(1999)。2001年5月至2004年5月在美国卡内基梅隆大学计算机学院访问。回国后入选中国科学院百人计划,任中科院计算所研究员。近年来主要研究领域为计算机视觉、模式识别、多媒体技术以及多模式人机接口。先后主持过自然科学基金重点项目、863计划等项目的研究工作。先后获得国家科技进步二等奖三项,省部级科技进步奖7项,获得国家发明专利四项,合作出版专著1本,在包括IEEE Transactions在内的国内外刊物和会议上发表论文100多篇。担任过十多个国际学术会议的程序委员会委员。

研究方向:

多模式人机交互,多媒体技术,图像理解,模式识别


部分刊物论文

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 De1111or. 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.

11. 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.

12. Wenchao Zhang, Shiguang Shan, Laiyun Qing, Xilin Chen and Wen Gao. Are Gabor phases really useless for face recognition? Pattern Analysis & Applications, May, 2008.

13. 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

14. 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.

15. 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.

16. 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.

17. Hongming Zhang, Wen Gao, Xilin Chen, Debin Zhao. Object Detection Using Spatial Histogram Features. Image and Vision Computing, 24(4): 327-341, 2006.4.

18. 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.

19. Rainer Stiefelhagen, Xilin Chen, Jie Yang. Capturing Interactions in Meetings with Omnidirectional Cameras. International Journal of Distance Education Technologies, 3(3): 32-45. 2005.

20. 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.

21. 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.


部分国际会议论文

22. Hu Han, 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.

23. Yazhou Liu, Shiguang Shan, Xilin Chen, Janne Heikkila, Wen Gao, Matti Pietikäinen. Spatial-Temporal Granularity-tunable Gradients Partition (STGGP) de1111ors for human detection. Proceedings of the 11th European Conference on Computer Vision, pp. 327–340, Sept. 5-11, 2010, Heraklion, Crete, Greece.

24. 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.

25. 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.

26. 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

27. 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

28. 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.

29. 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

30. Ruiping Wang, Xilin Chen, Manifold Discriminant Analysis, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA

31. 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

32. Yazhou Liu, Shiguang Shan, Wenchao Zhang, Xilin Chen, Wen Gao, Granularity-tunable gradients partition (GGP) de1111ors for human detection, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2009), June 20-25, 2009, Miami, FL, USA.

33. 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.

34. 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)

35. 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

36. 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

37. Jie Chen, Shiguang Shan, Guoying Zhao, Xilin Chen, and Wen Gao. A Robust De1111or based on Weber’s Law. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), June 24-26, 2008, Anchorage, Alaska, USA

38. 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.

39. 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.

40. 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.

41. 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.

42. 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.

43. 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.

44. 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.

45. 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.

46. 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.