Books

1. Stan Z. Li (ed). Encyclopedia of Biometrics. Springer, 2008.

2. Stan.Z. Li. Markov Random Field Modeling in Image Analysis (3rd Edition).  Springer. 2008.

3. Seong-Whan Lee, Stan Z. Li (Eds.): Advances in Biometrics. Proceedings of International Conference on Biometrics (ICB) 2007, Seoul, Korea, August 27-29, 2007.

4. Stan Z. Li and Anil K. Jain (eds). Handbook of Face Recognition. Springer, 2005.

5. Stan Z. Li, Zhenan Sun, Tieniu Tan, Sharath Pankanti, Gerard Chollet，David Zhang (eds.). Advances in Biometric Person Authentication. Lecture Notes in Computer Science, Vol. 3781. Springer. 2005.

6. Stan Z. Li, Jianhuang Lai, Tieniu Tan, Guocan Feng, Yunhong Wang (eds.). Advances in Biometric Person Authentication. Lecture Notes in Computer Science, Vol. 3338.  Springer. 2004.

2009

1. Zhen Lei, Shengcai Liao, Dong Yi, Rui Qin, Stan Z. Li. “A Discriminant Analysis Method for Face Recognition in Heteroscedastic Distributions”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
2. Dong Yi, Shengcai Liao, Zhen Lei, Jitao Sang, Stan Z. Li. “Partial Face Matching between Near Infrared and Visual Images in MBGC Portal Challenge”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
3. Shengcai Liao, Dong Yi, Zhen Lei, Rui Qin, Stan Z. Li. “Heterogeneous Face Recognition from Local Structures of Normalized Appearance”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
4. Rui Wang, Zhen Lei, Meng Ao, Stan Z. Li. “Bayesian Face Recognition Based on Markov Random Field Modeling”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
5. Meng Ao, Stan Z. Li. “Near Infrared Face Based Biometric Key Binding”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
6. Jitao Sang, Zhen Lei, Stan Z. Li. “Face Image Quality Evaluation for ISO/IEC Standards 19794-5 and 29794-5”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
7. Jimei Yang, Shengcai Liao, Stan Z. Li. “Automatic Partial Face Alignment in NIR Video Sequences”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
8. Rui Wang, Jimei Yang, Dong Yi, Stan Z. Li. “An Analysis-by-Synthesis Method for Heterogeneous Face Biometrics”. In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero , Italy , June 2009.
9. Kellokumpu V, Zhao G, Li SZ & Pietik?inen M (2009) Dynamic texture based gait recognition.
   Proc. 3rd IAPR/IEEE International Conference on Biometrics (ICB 2009), Alghero, Italy, accepted.
10. Zhen Lei, Stan Z. Li. Coupled Spectral Regression for Matching Heterogeneous Faces .In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2009). Miami,Florida, June 20-25, 2009.
11. tan Z. Li, Zhen Lei, Meng Ao. The HFB Face Database for Heterogeneous Face Biometrics Research? . In 6th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (OTCBVS, in conjunction with CVPR 2009).? Miami, Florida, June, 2009
12. itao Sang, Zhen Lei, Shengcai Liao, Stan Z. Li? . Adaptive Object Classification in Surveillance System by Exploiting Scene Context .In 1st International Workshop on Visual Scene Understanding (ViSU 09, in conjunction with CVPR 2009). Miami, Florida, June, 2009.
13. Zhen Lei, Shengcai Liao, Dong Yi, Rui Qin, Stan Z. Li.? A Discriminant Analysis Method for Face Recognition in Heteroscedastic Distributions .In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2009). Alghero, Italy, June 2009.
14. Tianzhu Zhang, Hanqing Lu, Si Liu, Stan Z. Li. “Learning Semantic Scene Models by Object Classification and Trajectory Clustering”.IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2009). Florida, June, 2009.
15. Meng Ao, Dong Yi, Zhen Lei and Stan Z. Li . Face Recognition at a Distance: System Issues , Handbook of Remote Biometrics for Surveillance and Security, Tistarelli, Massimo; Li, Stan Z.; Chellappa, Rama (Eds.). Springer. ISBN: 978-1-84882-384-6. July 2009.
16. iaotong Yuan, Stan Z. Li and Shiming Xiang. “Stochastic Gradient Kernel Density Mode-Seeking”.IEEE International Conference on Computer Vision and Pattern Recognition, (CVPR2009). Florida, June, 2009..

2008

1. Zhen Lei, Qinxun Bai, Ran He, Stan Z. Li . "Face Shape Recovery from a Single Image Using CCA Mapping between Tensor Spaces". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition , (CVPR2008).

2. Zhen Lei, Shengcai Liao, Ran He, Matti Pietikainen, Stan Z. Li, “Gabor Volume based Local Binary Pattern for Face Representation and Recognition”, IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam, The Netherlands, Sep. 17-19, 2008.

3. Bin Fan, Zhen Lei, Stan Z. Li, “Normalized LDA for Semi-supervised Learning”, IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam , The Netherlands , Sep. 17-19, 2008.

4. Ran He, Zhen Lei, Xiaotong Yuan and Stan Z. Li, "Regularized Active Shape Model for Shape Alignment", IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam , The Netherlands , Sep. 17-19, 2008.

5. Min Xu,Stan Z. Li, Bin Li, Xiao-Tong Yuan,Shi-Ming Xiang.A Set Theoretical Method for Video Synopsis. In Proc. of ACM International Conference on Multimedia Information Retrieval(MIR),2008.

6. Weilong Yang, Dong Yi, Zhen Lei, Jitao Sang, Stan Z Li, “2D-3D face matching using CCA”, IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam, The Netherlands, Sep. 17-19, 2008.

7. Taini M, Zhao G, Li SZ & Pietik?inen M, "Facial expression recognition from near-infrared video sequences". Proc. 19th International Conference on Pattern Recognition (ICPR 2008), Tampa, FL, 4 p.
8. an He, Wei-Shi Zheng, Meng Ao, S.Z. Li . Reducing Impact of Inaccurate user Feedback in Face Retrieval .Chinese Conference on Pattern Recognition, Beijing, Oct. 22-24, 2008.
   Ran He, Meng Ao, Shi-Ming Xiang, S.Z. Li. Nearest Feature Line: A Tangent Approximation? .Chinese Conference on Pattern Recognition, Oct. 22-24, 2008.
9. eng Ao and Stan Z. Li . Multi-class Classification based on Fisher Criteria with Weighted Distance .Chinese Conference on Pattern Recognition, Oct. 22-24, 2008.
10. Tianzhu Zhang, Stan Z. Li, Shiming Xiang, Lun Zhang, Si Liu . Co-Training Based Segmentation of Merged Moving Objects .In proceedings of the eighth international workshop on visual surveillance (VS2008), Marseille, France.
11. Rong Liu, Stan Z. Li, Xiaotong Yuan, Ran He. Online Determination of Track Loss Using Template Inverse Matching .In proceedings of the eighth international workshop on visual surveillance (VS2008), Marseille, France.

2007

1. Ran He, Stan Z. Li, Zhen Lei, ShengCai Liao. "Coarse-to-Fine Statistical Shape Model by Bayesian Inference". In The 8th Asian Conference on Computer Vision, (ACCV 2007). Tokyo , Japan , Nov 2007.

2. Rufeng Chu, Zhen Lei, Yufei Han, Ran He, Stan Z. Li. "Learning Gabor Magnitude Features for Palmprint Recognition". In The 8th Asian Conference on Computer Vision, (ACCV 2007). Tokyo , Japan , Nov 2007.

3. Xiaotong Yuan and Stan Z. Li, "Half Quadratic Analysis for Mean Shift: with Extension to A Sequential Data Mode-Seeking Method", IEEE International Conference on Computer Vision (ICCV 2007), Rio de Janeiro , Brazil , Oct. 14-20, 2007.

4. ShengCai Liao, Zhen Lei, Stan Z. Li, Xiaotong Yuan, Ran He. "Structured Ordinal Features for Appearance-Based Object Representation". In Proceedings of IEEE International Workshop on Analysis and Modeling of Faces and Gestures, ( AMFG 2007) . Rio de Janeiro, Brazil, Oct 2007.

5. Stan Z. Li, RuFeng Chu, ShengCai Liao, Lun Zhang. "Illumination Invariant Face Recognition Using Near-infrared Images". IEEE Transactions on Pattern Analysis and Machine Intelligence (Special issue on Biometrics: Progress and Directions).  Vol.29, No.4, pp.627-39. April 2007.

6. Lun Zhang, Stan Z.Li, Xiaotong Yuan and Shiming Xiang. "Real-time Object Classification in Video Surveillance Based on Appearance Learning". IEEE International Workshop on Visual Surveillance, in conjunction with CVPR, 2007.

7. Ke Pan, Shengcai Liao, Zhijian Zhang, Stan Z. Li, Peiren Zhang. "Part-based Face Recognition Using Near Infrared Images". IEEE International Workshop on Object Tracking and Classification Beyond the Visible Spectrum, 2007.

8. Rufeng Chu, Shengcai Liao, Yufei Han, Zhenan Sun, Stan Z. Li, and Tieniu Tan. "Fusion of Face and Palmprint for Personal Identification Based on Ordinal Features". IEEE International Workshop on Multimodal Sentient Computing: Sensors, Algorithms and Systems (joint with CVPR), 2007.

9. Lun Zhang, Rufeng Chu, Shiming Xiang, Stan Z. Li. "Face Detection Based on Multi-Block LBP Representation". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

10. Xiangxin Zhu, Stan Z. Li. "Feature Correlation Filter for Face Recognition". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

11. Shengcai Liao, Stan Z. Li. "Learning Multi-scale Block Local Binary Patterns for Face Recognition". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

12. Zhen Lei, Rufeng Chu, Ran He, Stan Z. Li. "Face Recognition by Discriminant Analysis with Gabor Tensor Representation". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

13. Zhen Lei, Stan Z. Li, Rufeng Chu. "Face Recognition with Local Gabor Textons". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

14. Rong Liu, Rufeng Chu, Stan Z. Li. "Reliable Tracking of Multiple Faces at a Distance by Fusing Identity Information". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

15. Dong Yi, Rong Liu, Rufeng Chu, Zhen Lei, Stan Z. Li. "Face Matching from Near Infrared to Visual Images". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

16. Zhijian Zhang, Rui Wang, Ke Pan, Stan Z. Li, Peiren Zhang. "Fusion of Near Infrared Face and Iris Biometrics". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

17. Xiufeng Gao, Rong Liu, Stan Z. Li, Peiren Zhang. "Standardization of Face Image Sample Quality". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

18. Dong Yi, Rong Liu, Rufeng Chu, Dong Liu, Rui Wang and Stan Li, "Outdoor Face Recognition Using Enhanced Near Infrared Imaging". In Proceedings of IAPR/IEEE International Conference on Biometrics, (ICB-2007). Seoul, Korea , August 2007.

19. Hadid A, Pietik?inen M & Li SZ, " Learning personal specific facial dynamics for face recognition from videos". In: Analysis and Modeling of Faces and Gestures, AMFG 2007 Proceedings, Lecture Notes in Computer Science 4778, pp.1-15, 2007

2006

1. Stan Z. Li, RuFeng Chu, Meng Ao, Lun Zhang, Ran He.  "Highly Accurate and Fast Face Recognition Using Near Infrared Images''.  In Proceedings of IAPR International Conference on Biometrics, (ICB-2006). Hong Kong, Jan 2006.

2. ShengCai Liao, Zhen Lei, XiangXin Zhu, ZheNan Sun, Stan Z. Li, Tieniu Tan.  "Face Recognition Using Ordinal Features'.  In Proceedings of IAPR International Conference on Biometrics, (ICB-2006). Hong Kong, Jan 2006.  Awarded "Best Student Paper"

3. Stan Z. Li, Lun Zhang, ShengCai Liao, XiangXin Zhu, RuFeng Chu, Meng Ao, and Ran He. "A Near-infrared Image Based Face Recognition System". The 7th International Conference on Automatic Face and Gesture Recognition. Southampton, UK. April, 2006

4. Tao Yang, Stan Z.Li, Quan Pan, Jing Li, and Chunhui Zhao. "Reliable and Fast Tracking of Faces under Varying Pose". The 7th International Conference on Automatic Face and Gesture Recognition. Southampton, UK. April, 2006.

5. Juwei Lu, K.N. Plataniotis, A.N. Venetsanopoulos, and Stan Z. Li. "Ensemble-based Discriminant Learning with Boosting For Face Recognition". IEEE Trans. Neural Networks. VOL. 17, NO. 1, JANUARY 2006.

6. Stan Z. Li, Ying Zheng, Zhen Lei, ZengFu Wang. "Shape and Texture Based Deformable Models for Image Analysis". In Deformable Models - Theory & Biomaterial Applications", Suri, Jasjit S. & Farag, Aly (Eds.). Springer. ISBN: 0-387-31204-8. May 2006 .
   

7. Hadid A, Pietik?inen M & Li SZ, " Boosting spatio-temporal LBP patterns for face recognition from video". Proc. Asia-Pacific Workshop on Visual Information Processing (VIP2006), Beijing, China, pp.75-80, 2006.

2005

1. 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, Vol.14,No.6, pp.705-712, June 2005.

2. Stan Z. Li, ChunShui Zhao, XiangXin Zhu, Zhen Lei. "3D+2D Face Recognition by Fusion at Both Feature and Decision Levels".  In Proceedings of IEEE International Workshop on Analysis and Modeling of Faces and Gestures.  Beijing. Oct 16, 2005.

3. Xiangsheng Huang, Stan Z.Li, Yangsheng Wang.  "Jensen-Shannon Boosting Learning''.  In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  San Diego, CA, June 20-26 2005.

4. Tao Yang, Stan Z.Li ,Quan Pan, Jing Li.  "Real-time Multiple Objects Tracking with Occlusion Handling in Dynamic Scenes''.  In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  San Diego, CA, June 20-26 2005.

5. Jing Li, Stan Z. Li, Quan Pan, Tao Yang .Illumination and Motion Based Video Enhancement for Night Surveilliance. IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (ICCV'05_VS-PETS). Beijing, China, 15th~21th, October 2005.

6. Jing Li, Quan Pan, Tao Yang, Stan Z. Li. Automated Feature points Management for Video Mosaic Construction. International Conference on Information Technology and Application (ICITA'05). Sydney, 4th~7th, July 2005.

7. Zhenan Sun, Tieniu Tan, Yunhong Wang and Stan Z. Li.  "Ordinal Palmprint Represention for Personal Identification''.  In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition.  San Diego, CA, June 20-26 2005.

8. Junping Zhang, Stan Z. Li, Jue Wang, "Geometrical probability covering algorithm". in  FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS, 3613: 223-231 2005.

9. Junping Zhang, Stan Z. Li, Adaptive nonlinear auto-associative modeling through manifold learning . in ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 3518: 599-604 2005.

   　

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. ?font color="#0000FF">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), Handbook of Statistics 21: Stochastic Processes: Modeling and Simulation,  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, ?a href="papers/ICA-Speakers.PDF">Analysis of Speaker Variability? in Proc. Eurospeech?001, 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.