Recent Publications

 

 

New Books

 

Stan Z. Li and Anil K. Jain (eds). Handbook of Face Recognition. Springer, to be published in 2004.

 

Stan Z. Li, Jianhuang Lai, Tieniu Tan, Guocan Feng, Yunhong Wang (eds.). Advances in Biometric Person Authentication. Springer. 2004.

 

 

2004

  1. Stan Z. Li, ZhenQiu Zhang. "FloatBoost Learning and Statistical Face Detection''. IEEE Transactions on Pattern Analysis and Machine Intelligence. VOL. 26, NO. 9, September, 2004.

  2. Stan Z. Li, XiaoGuang Lv, XinWen Hou, XianHua Peng, QianSheng Cheng. "Learning Multi-View Face Subspaces and Facial Pose Estimation Using Independent Component Analysis''. IEEE Transactions on Image Processing, Accepted, 2004.

  3. Stan Z. Li and Juwei Lu. "Face Detection and Recognition", in Emerging Topics in Computer Vision (see also here). Gerard Medioni and Sing Bing Kang (Ed.), Prentice-Hall, 2004.

  4. Junping Zhang, Stan Z. Li, and Jue Wang. "Manifold Learning and Applications in Recognition". in Intelligent Multimedia Processing with Soft Computing. Yap Peng Tan, Kim Hui Yap, Lipo Wang (Ed.), Springer-Verlag, Heidelberg. 2004.

  5. Haitao Wang, Stan Z. Li, Yangsheng Wang. "Generalized Quotient Image". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  Washington, DC. 27th June - 2nd July, 2004.

  6. Xiangsheng Huang, Stan Z. Li, Yangsheng Wang. "Learning with Cascade for Classification of Non-Convex Manifolds". First IEEE Workshop on Face Processing in Video. June 28, 2004, Washington, D.C., USA.

  7. Lei Zhang, Stan Z. Li, ZhiYi Qu, Xiangsheng Huang. "Boosting Local Feature Based Classifiers for Face Recognition". First IEEE Workshop on Face Processing in Video. June 28, 2004, Washington, D.C., USA.

  8. Haitao Wang, Stan Z. Li, Yangsheng Wang. "Face Recognition under Various Lighting Conditions by Self Quotient Image". The 6th International Conference on Automatic Face and Gesture Recognition. Seoul, Korea, May, 2004.

  9. Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu, Heung-Yeung Shum. "Face Alignment under Variable Illumination". The 6th  International Conference on Automatic Face and Gesture Recognition. Seoul, Korea, May, 2004.

  10. Xiangsheng Huang, Stan Z. Li, Yangsheng Wang. "Evaluation of Face Alignment Solutions Using Statistical Learning".  The 6th International Conference on Automatic Face and Gesture Recognition. Seoul, Korea, May, 2004.

  11. Liu Wei , Stan Z. Li, Yunhong Wang, Tieniu Tan. "Null Space-based Kernel Fisher Discriminant Analysis for Face Recognition". The 6th  International Conference on Automatic Face and Gesture Recognition. Seoul, Korea, May, 2004.

  12. Junping Zhang, Stan Z. Li, Jue Wang. "Nearest Manifold Approach for Face Recognition".  The 6th International Conference on Automatic Face and Gesture Recognition. Seoul, Korea, May, 2004.

  13. Ming Zhao, Stan Z. Li, Chun Chen. "Subspace analysis and optimization for AAM based face alignment". The 6th International Conference on Automatic Face and Gesture Recognition. Seoul, Korea, May, 2004.

  14. Peng Yang, Shiguang Shan, Wen Gao, Stan Z. Li, Dong Zhang. "Face Recognition Using Ada-Boosted Gabor Features".  The 6th  International Conference on Automatic Face and Gesture Recognition. Seoul, Korea, May, 2004.

  15. Ming Zhao, Stan Z. Li, Chun Chen, Jiajun Bu. "Shape evaluation for weighted active shape models". In Proceedings of the Asian Conference on Computer Vision. vol. 2, pp. 1074–1079.Korea. January 2004. 

  16. Chun Chen, Ming Zhao, Stan Z. Li, Jiajun Bu, "Parameter optimization for active shape models". In Proceedings of the Asian Conference on Computer Vision. vol. 2, pp. 1068–1073. Korea. January 2004. 

  17. Liu Wei, Stan Z. Li, Yunhong Wang, Tieniu Tan. Null Space-based Fisher Discriminant Analysis for Face Recognition". Workshop on Biometric Authentication. Prague. May 15, 2004.

  18. Xiangsheng Huang, Stan Z. Li, Yangsheng Wang. "Statistical learning of evaluation function for ASM/AAM image alignment". Workshop on Biometric Authentication. Prague. May 15, 2004.

  19. Tao Yang, Stan Z.Li ,Quan Pan, Jing Li.  ``Real-Time and Accurate Segmentation of Moving Objects in Dynamic Scene''. ACM Multimedia-2nd International Workshop on Video Surveillance and Sensor Networks. New York. October 10-16, 2004.
  20. Tao Yang, Quan Pan, Stan.Z.Li, Jing Li. ``Multiple Layer Based Background Maintenance In Complex Environment''. Third International Conference on Image and Graphics(ICIG’04) Hong Kong, China. Dec.18-20, 2004.

 

2003

  1. Fang Liu, Xueyin Lin, Stan Z Li, Yuanchun Shi, "Multi-Modal Face Tracking Using Bayesian Network". Proceedings of  IEEE International Workshop on Analysis and Modeling of Faces and Gestures. Nice, France. 2003.

  2. Haitao Wang, Stan Z. Li, Yangsheng Wang, Weiwei Zhang. "Illumination Modeling and Normalization for Face Recognition". Proceedings of  IEEE International Workshop on Analysis and Modeling of Faces and Gestures. Nice, France. 2003.

  3. Stan Z. Li, Dong Zhang, Chengyuan Ma, Heung-Yeung Shum, and Eric Chang. “Learning to Boost GMM Based Speaker Verification”. Eurospeech, Geneva, Switzerland. Sep 2003.

  4. Feng Jiao, Stan Z. Li, Heung-Yeung Shum, and D. Schuurmans. "Face Alignment Using Statistical Models and Wavelet Features". Vol.1,  Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  pp.321-327. 2003.
  5. G.D. Guo and S.Z. Li. "Content-based Audio Classification and Retrieval by Support Vector Machines". IEEE Trans. on Neural Networks. Vol.14, No.1, pp.209-215. January 2003.
  6. Lie Lu, Hong-Jiang Zhang, Stan Li, "Content-based Audio Classification and Segmentation by Using Vector Machines". ACM Multimedia Systems Journal. 8 (6), pp. 482-492, March, 2003.
  7. Zhong Su, Hongjiang Zhang, Stan Z. Li, Shaoping Ma. "Relevance feedback in Content-Based Image Retrieval: Bayesian Framework, Feature Subspace and Progressive Learning". Vol.12, No.8,  IEEE Trans. on Image Processing. 2003.
  8. Stan Z. Li. ``Modeling Image Analysis Problems Using Markov Random Fields''. In C.R. Rao and D.N. Shanbhag (ed), Stochastic Processes: Modeling and Simulation, Volume 20 of Handbook of Statistics. Elsevier Science. 2003.
  9. S.C. Yan, C. Liu, S.Z. Li. H.J. Zhang, H. Shum, Q.S. Cheng. "Face Alignment Using Texture-Constrained Active Shape Models".  Image and Vision Computing. Pages 69-75. Vol.21, Issue 1 , 10 January 2003.
  10. Shuicheng Yan, Xinwen Hou, Stan Z. Li, Hongjiang Zhang, Qiansheng Cheng. "Face Alignment Using View-Based Direct Appearance Models".  Special Issue on Facial Image Processing, Analysis and Synthesis.  International Journal of Imaging Systems and Technology. 2003.
  11. Zhong Xue, Stan Z. Li, and Eam Khwang Teoh, "Facial Feature Extraction Using Bayesian Shape Model". 36(12): 2819-2833. Pattern Recognition. 2003.

2002

  1. S.Z. Li, Z.Q. Zhang, Harry Shum, H.J. Zhang. "FloatBoost Learning for Classification". In Proceedings of  The 16-th Annual Conference on Neural Information Processing Systems (NIPS). Vancouver, Canada, December 9-14, 2002.
  2. S.Z. Li, L. Zhu, Z.Q. Zhang, A. Blake, H.J. Zhang, H. Shum. "Statistical Learning of Multi-View Face Detection". In Proceedings of  The 7th European Conference on Computer Vision. Copenhagen, Denmark. May, 2002.
  3. S.C. Yan, C. Liu, S.Z. Li, L. Zhu, Z, H.J. Zhang, H. Shum, Q.S. Cheng."Texture-Constrained Active Shape Models". In Proceedings of  The First International Workshop on Generative-Model-Based Vision. Copenhagen, Denmark. May, 2002.
  4. S.Z. Li, L. Zhu, Z.Q. Zhang, H.J. Zhang. "Learning to Detect Multi-View Faces in Real-Time". In Proceedings of  The 2nd International Conference on Development and Learning. Washington DC. June, 2002.
  5. T. Feng, S.Z. Li, H. Shum. H.J. Zhang. "Local Non-Negative Matrix Factorization as a Visual Representation". In Proceedings of  The 2nd International Conference on Development and Learning. Washington DC. June, 2002.
  6. Z.Q. Zhang, L. Zhu, S.Z. Li, H.J. Zhang. "Real-Time Multi-view Face Detection". In Proceedings of  The 5th International Conference on Automatic Face and Gesture Recognition. Washington, DC, USA. 20-21 May, 2002.
  7. S.Z. Li, S.C. Yan, H.J. Zhang, Q.S. Cheng. "Multi-View Face Alignment Using Direct Appearance Models". In Proceedings of  The 5th International Conference on Automatic Face and Gesture Recognition. Washington, DC, USA. 20-21 May, 2002.
  8. S.Z. Li, X.H. Peng, H.J. Zhang, Q.S. Cheng. "Multi-View Face Pose Estimation Based on Supervised ISA Learning". In Proceedings of  The 5th International Conference on Automatic Face and Gesture Recognition. Washington, DC, USA. 20-21 May, 2002. 
  9. Z. Xue, S.Z. Li, E.K. Teoh. "AI-EigenSname: An Affine-invariant Deformable Contour Model for Object Matching", Image and Vision Computing. Vol. 20, No. 2, pp 77-84, Feb 2002.
  10. Lie Lu, Stan Li,  Wen-Yin Liu, Hong-Jiang Zhang.  "Audio Textures". Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing 2002 (ICASSP02), Vol. II pp 1761-1764. 

CVPR 2001

  1. S.Z. Li, X.L. Zou, Y.X. Hu, Z.Q. Zhang, S.C. Yan, X.H. Peng, L. Huang, H.J. Zhang. "Real-Time Multi-View Face Detection, Tracking, Pose Estimation, Alignment, and Recognition". CVPR 2001 Demo Summary. Hawaii. December, 2001.
  2. S.Z. Li, X.W. Hou, H.J. Zhang, Q.S. Cheng. "Learning Spatially Localized Parts-Based Representation". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Volume I, pp.207-212. Hawaii. December, 2001.
  3. X.W. Hou, S.Z. Li, H.J. Zhang, Q.S. Cheng. "Direct Appearance Models". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Hawaii. December, 2001.
  4. X.R. Chen, L. Gu, S.Z. Li, H.J. Zhang. "Learning local features for face detection". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Hawaii. December, 2001.
  5. L. Gu, S.Z. Li, H.J. Zhang. "Learning Probabilistic Distribution Model For Multi-View Face Detection". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Hawaii. December, 2001.
  6. G.D. Guo. HongJiang Zhang, et al. "Learning Similarity Measure for Natural Image Retrieval with Relevance Feedback". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. Hawaii. December, 2001.
  7. W.Y. Liu, Z. Su, Stan Li, Y.F.Sun, H.J.Zhang, "Performance Evaluation Protocol for Content-Based Image Retrieval Algorithms/Systems". In CD-ROM of IEEE CVPR Workshop on Empirical Evaluation Methods in Computer Vision, Hawaii. December, 2001.

ICCV 2001

  1.   S.Z. Li, J. Yan, X.W. Hou, Z.Y. Li, and H.J. Zhang. "Learning Low Dimensional Invariant Signature of 3-D Object under Varying View and Illumination from 2-D Appearances". In Proceedings of 8th IEEE International Conference on Computer Vision. Vancouver, Canada. July 9-12, 2001.
  2.   S.Z. Li, X.G. Lv, H.J.Zhang. "View-Based Clustering of Object Appearances Based on Independent Subspace Analysis". In Proceedings of 8th IEEE International Conference on Computer Vision. Vancouver, Canada. July 9-12, 2001.
  3.   S.Z. Li, Q.D. Fu, L. Gu, B. Scholkopf, Y.M. Cheng, H.J. Zhang. "Kernel Machine Based Learning for Multi-View Face Detection and Pose Estimation". In Proceedings of 8th IEEE International Conference on Computer Vision. Vancouver, Canada. July 9-12, 2001.
  4.   G.D. Guo, H.J. Zhang, S.Z. Li. "Pairwise Face Recognition". In Proceedings of 8th IEEE International Conference on Computer Vision. Vancouver, Canada. July 9-12, 2001.
  5.   S.Z. Li, R. Xiao, Z.Y. Li and H.J. Zhang. "Nonlinear Mapping from Multi-View Face Patterns to a Gaussian Distribution in a Low Dimensional Space". In Proceedings of IEEE ICCV Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems. Vancouver, Canada. July 13, 2001.
  6.   S.Z. Li, X.G. Lv, H.J. Zhang. "View-Subspace Analysis of Multi-View Face Patterns". In Proceedings of IEEE ICCV Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems. Vancouver, Canada. July 13, 2001.

ICASSP 2001

  1. S.Z. Li, X.G. Lv, H.J.Zhang, QingDong Fu and Yimin Cheng. "Learning Topographic Representation for Multi-View Object Appearances". In Proceedings of ICASSP. Salt Lake City. May 8-11, 2001.

  2. G.D. Guo, S.Z. Li, H.J. Zhang. "Distance-from-Boundary as a Metric for Texture Image Retrieval". In Proceedings of ICASSP. Salt Lake City. May 8-11, 2001.

  3. L. Zhao, W.Qi, S.Z.Li, S.Q.Yang, H.J. Zhang. "Content-based retrieval of video shot using the improved nearest feature line method". In Proceedings of ICASSP. Salt Lake City. May 8-11, 2001.

Others

  1. G.D. Guo, H.J. Zhang, and S.Z. Li. "Boosting for Content-Based Audio Classification and Retrieval: An Evaluation". In Proceedings of  IEEE International Conference on Multimedia and Expo (ICME). 2001.
  2. Z. Xue, S.Z. Li, and E.K. Teoh. "Facial Feature Extraction and Image Warping Using PCA Based Statistic Model". In Proceedings of 2001 International Conference on Image Processing. Thessaloniki, Greece. October 7-10, 2001.
  3. Z. Su, S.Z. Li, and H.J. Zhang. "Extraction of Feature Subspaces for Content-Based Retrieval Using Relevance Feedback". In Proc. ACM Multimedia, 2001.
  4. L. Lu, S.Z. Li, and H.J. Zhang, "Content-Based Audio Segmentation Using Support Vector Machines", Proc. of  IEEE International Conference on Multimedia and Expo (ICME 2001),  pp956-959. Tokyo, Japan, August 22-25, 2001.

  5. C. Huang, T. Chen, S. Li, E. Chang and J.L. Zhou, “Analysis of Speaker Variability”. in Proc. Eurospeech’2001, vol.2, pp.1377-1380, Aalborg, Denmark, 2001.

  6. Li. Zhao, Wei. Qi, S.Z. Li, S.Q.Y ang, H.J. Zhang, A New Content-based Shot Retrieval Approach: Key-frame Extraction based Nearest Feature Line (NFL) Classification, Chinese Journal of Computers, Vol.23, No.12, 2001,pp1292-1296.

  7. Li. Zhao, Wei. Qi, S.Z. Li, S.Q. Yang, H.J. Zhang, Content-based Retrieval of Video Shot Using the Improved Nearest Feature Line Method, Chinese Journal of Software, Vol.13, No.4, April 2002, pp586-590.

  8. Li. Zhao, Wei. Qi, S.Z. Li, S.Q. Yang, H.J. Zhang, A New Content-based Shot Retrieval Approach: Key-frame Extraction based Nearest Feature Line (NFL) Classification, ACM Multimedia Information Retrieval 2000, Oct 2000, Los Angeles, USA.

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