电子工程系

Department of Electronic Engineering 

 

Yu-Jin ZHANG, Professor

Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
Tel: +86-10-62798540
Fax: +86-10-62770317
E-mail: zhang-yj@tsinghua.edu.cn
homepage: http://oa.ee.tsinghua.edu.cn/~zhangyujin/
Introduction: http://oa.ee.tsinghua.edu.cn/~zhangyujin/E5.htm 

Education background

Liège University, Liège, Belgium, 1989

Doctor of Applied Science

Liège University, Liège, Belgium, 1984

Master of Applied Science

Harbin Engineering University, Harbin, China, 1982

Bachelor of Electronic Engineering

For more information: http://oa.ee.tsinghua.edu.cn/~zhangyujin/E5.htm

Experience

09/73 – 01/77 Teacher, 11th Middle School, Taiyuan, China

02/82 – 03/83 Assistant, Shanghai Jiaotong University, Shanghai, China

09/83 – 03/89 Research Assistant, Liège University, Liège, Belgium

05/89 – 06/93 Research Fellow, Delft University of Technology, Delft, Netherlands

08/93 – 12/93 Lecture, Tsinghua University, Beijing, China

01/94 – 05/97 Associate Professor, Tsinghua University, Beijing, China

06/97 – Present Professor, Tsinghua University, Beijing, China

01/03 – 12/03 Visiting Professor, Nanyang Technological University, Singapore

For more information: http://oa.ee.tsinghua.edu.cn/~zhangyujin/E5.htm 

Concurrent Academic

Tsinghua University, Beijing, China

[1] 80230072 Computer Vision and Image Understanding (1994 - 2005)

[2] 80230032 Special Topics on Image Engineering (1995 - 2008)

[3] 40230782 New Image Technique (1998 - 2002, 2005 - 2009)

[4] 90230023 Frontier of Communication and Electronics (1998 - present)

[5] 80230361 Content-based Visual Information Retrieval (2000 - present)

[6] 40230583 Fundamentals of Digital Image Processing (2004 - 2005)

[7] 80230622 Image Analysis (2004 - present)

[8] 40230943 Image Processing (2006 - present)

[9] 80230672 Image Understanding (2006 - present)

[10] Distance learning course: Image Processing (2000 - 2002)

[11] Master of Engineering: Image Processing (2001 - 2004)

Institute of Information, Beijing, ChinaII9803 Digital Image Processing (1998)

Nanyang Technological University (NTU), SingaporeE6428 Special Topics in Signal Processing (Advanced Topics in Image Analysis) (2003)

For more information: http://oa.ee.tsinghua.edu.cn/~zhangyujin/E1.htm

 

 

Social service

[1] Associate Editor, Journal of Image and Graphics (1996-1998).

[2] Vice General Secretary, China Society of Image and Graphics (1998 to 2002).

[3] Deputy Editor-in-Chief, Journal of Image and Graphics (1998-present).

[4] Adjunct Professor, Yunnan Normal University (1999-2000).

[5] Program Chair, the First International Conference on Image and Graphics (ICIG’2000), Tianjin, China, Aug.15-18, 2000.

[6] Associate Editor, International Journal of Image and Graphics (2000-present).

[7] Post-Chair, the Second Pacific-Rim Conference on Multimedia, Beijing, China, Oct. 24-26, 2001.

[8] Adjunct Professor, Shenyang Industry University (2001-present).

[9] Associate Editor, Journal of Electronics and Information (2001-present).

[10] Deputy Director, academic committee of Nanyou-Laboratory of Image Processing and Image Telecommunication (2001-present).

[11] Associate Editor, Pattern Recognition Letters (2001-present).

[12] Program Chair, the Second International Conference on Image and Graphics (ICIG’2002), Hefei, China, Aug.16-18, 2002.

[13] Associate Editor, Computer Aided Design and Computer Graphics (2002-present).

[14] Track Chair, The Joint Conference of the Fourth International Conference on Information, Communications and Signal Processing and Fourth Pacific-Rim Conference On Multimedia, Singapore, Dec. 15-18, 2003

[15] General Chair, the First International Conference on Machine Vision and Industrial Application, Beijing, China, June 19-21, 2004.

[16] Program Chair, the Twelfth National Conference on Image and Graphics (ICIG’2005), Beijing, China, Oct.12-14, 2005.

[17] Adjunct Professor, Wuhan University (2005- present).

[18] Special-Appointed Professor for Henan Province (2005-2007).

[19] Program Chair, the Thirteenth National Conference on Image and Graphics (ICIG’2006), Nanjing, China, Nov.6-8, 2006.

[20] Program Vice Chair, IEEE International Symposium on Multimedia, San Diego, California, USA, Dec. 11-13, 2006

[21] Review panel member of NCCR IM2 of the Swiss National Science Foundation (2006-present).

[22] Program Chair, the Fourth International Conference on Image and Graphics (ICIG’2007), Chengdu, China, Aug.22-24, 2007.

[23] Associate Editor, Signal Processing (2007-present).

[24] Associate Editor, Optical Engineering (2008-present).

[25] Program Chair, the Fifth International Conference on Image and Graphics (ICIG’2009), Xi’an, China, Sep.21-24, 2009.

[26] Program Committee Member and Session Chair, Photonic West, Internet Imaging II, San Jose, USA, Jan 22-26, 2001

[27] Program Committee Member and Session Chair, Photonic West, Internet Imaging III, San Jose, USA, Jan 21-25, 2002

[28] Program Committee Member and Session Chair, Photonic West, Internet Imaging IV, San Jose, USA, Jan 20-24, 2003

[29] Associate Editor, Optical Engineering (2008 to present)

[30] Program Co-chair, Parallel Processing for Imaging Applications (EI 111), SPIE and IS&T (2011).

[31] Member of Director Council, China Society of Image and Graphics (1995-1998).

[32] Member, IEEE (1998-1999).

[33] Computer Society Member, IEEE (1998 to 1999)

[34] Signal Processing Society Member, IEEE (1999 to present)

[35] Standing Member of Director Council, China Society of Image and Graphics (1998-2002).

[36] Vice General Secretary, China Society of Image and Graphics (1998-2002).

[37] Deputy Director, Academic Committee of China Society of Image and Graphics (1998-2004).

[38] Senior Member, IEEE (1999-present).

[39] Member, SPIE (2001 to 2003, 2008 to present)

[40] Vice President, China Society of Image and Graphics (2002-present).

[41] Director, academic committee of China Society of Image and Graphics (2004-present).

[42] Senior Member, China Association of Electronics (2008-present).

For more information: http://oa.ee.tsinghua.edu.cn/~zhangyujin/E1.htm

 

Areas of Research Interests/ Research Projects

Image Processing

Image Analysis

Image Understanding

Image Engineering

For more information: http://oa.ee.tsinghua.edu.cn/~zhangyujin/E5.htm 

Research Status

[1] Principal Investigator: SCE-F199460, Ministry of Education, Research Project, “Three-Dimensional Image Analysis,” 11-1-94 to 10-31-97.

[2] Principal Investigator: Key-Laboratory of Shaotou University, Research Project, “Comparison of Image Segmentation Techniques,” 11-1-94 to 10-31-95.

[3] Principal Investigator: SCE-TM199416, Ministry of Education, Doctorial Research Project, “Evaluation of Image Segmentation,” 7-1-95 to 6-30-97.

[4] Principal Investigator: 863-317-9604-05, Ministry of Science, High-Tech Research Project, “Feature-based Distributive Image Queering and Retrieval System,” 1-1-97 to 12-31-980.

[5] Principal Investigator: NNSF69672029, National Nature Science Foundation Project, “Image Queering and Retrieval Based on Visual Content and Domain Knowledge,” 1-1-97 to 12-31-99.

[6] Principal Investigator: Toshiba (Japan) Research Project, “Image Processing-I,” 1-1-97 to 6-30-97.

[7] Principal Investigator: Toshiba (Japan) Research Project, “Image Processing-II,” 9-1-97 to 11-30-97.

[8] Principal Investigator: Toshiba (Japan) Research Project, “Image Processing-III,” 1-1-98 to 12-31-98.

[9] Principal Investigator: NNSF69710121719, National Nature Science Foundation International Exchange Project, “Image Retrieval Based on Visual Content and Domain Knowledge,” 12-1-97 to 11-30-98.

[10] Principal Investigator: Tsinghua University, 985 Project, “Semantic-Based Image Retrieval,” 11-1-99 to 10-31-02.

[11] Principal Investigator: NNSF60011983, National Nature Science Foundation International Exchange Project, “Image Retrieval Based on Visual Content and Domain Knowledge,” 1-1-00 to 12-31-00.

[12] Principal Investigator: Pre-Research Project, “Multi-sensor Image Fusion/ Recognition and Processing,” 1-1-01 to 12-31-05.

[13] Principal Investigator: NNSF60172025, National Nature Science Foundation Project, “Visual Information Retrieval Based on Semantic Representation,” 1-1-02 to 12-31-04.

[14] Principal Investigator: Ricon (Japan) Research Project, “Separating Image and Graphics,” 9-1-02 to 1-31-03.

[15] Principal Investigator: Key-Laboratory of Nanjing Telecommunication University, Research Project, “Image Retrieval Based on Compression Domain,” 9-1-02 to 7-31-04.

[16] Principal Investigator: RFDP-20020003011, Ministry of Education, Doctorial Research Project, “Automatic facial Expression Detection and Classification,” 1-1-03 to 12-31-05.

[17] Principal Investigator: Omron (Japan) Research Project, “Automatic Transportation – Pedestrian Detection,” 9-1-04 to 3-31-05.

[18] Principal Investigator: Omron (Japan) Research Project, “Automatic Transportation – Fusion of Radar and Light Image,” 4-1-05 to 10-31-05.

[19] Principal Investigator: EADS (France) Research Project, “Video-Searching Project--Searching the Appearance of Current Persons in Previously Recorded Video Sequences,” 12-1-05 to 12-31-06.

[20] Principal Investigator: NNSF60573148, National Nature Science Foundation Project, “Video Driven 3-D Face Modeling and Expression Synthesis,” 1-1-06 to 12-31-08.

[21] Principal Investigator: SRFDP-20050003013, Ministry of Education, Doctorial Research Project, “Automatic Classification and Annotation of Large Image Database in Semantic Based Visual Information Retrieval,” 1-1-06 to 12-31-08.

[22] Principal Investigator: SRFDP-20060003102, Ministry of Education, Doctorial Research Project, “Pedestrian Motion Analysis in Vehicle Driving-Assistant System,” 1-1-07 to 12-31-09.

[23] Principal Investigator: Omron (Japan) Research Project, “Specular Surface Reconstruction Using Helmholtz Stereo with a Single Image Pair,” 5-1-07 to 9-30-07.

[23] Principal Investigator: Omron (Japan) Research Project, “Specular Surface Reconstruction Using Helmholtz Stereo with a Single Image Pair (DP matching),” 11-1-07 to 3-31-08.

[24] Principal Investigator: Omron (Japan) Research Project, “Pedestrian Tracking between Different Cameras,” 11-1-07 to 3-31-08.

[25] Principal Investigator: Omron (Japan) Research Project, “A Combination of Helmholtz Stereo and One-shot Technique (DP matching),” 11-1-07 to 3-31-08.

[26] Principal Investigator: EADS (France) Research Project, “Area Video Surveillance (VESUVIO) Video Exploitation for SurVeillance Of Urban Areas,” 12-1-07 to 12-31-08.

[27] Principal Investigator: Omron (Japan) Research Project, “Stereo Correspondence Method of Surface Normal Based on DP Matching,” 4-1-08 to 9-30-08.

[28] Principal Investigator: Minrui (China) Research Project, “High Efficient Image Processing Algorithms,” 7-1-08 to 4-30-09.

[29] Principal Investigator: Omron (Japan) Research Project, “Stereo Correspondence Method of Surface Normal Based on DP Matching-II,” 12-1-08 to 3-31-09.

[30] Principal Investigator: NNSF60872084, National Nature Science Foundation Project, “Non-Negative Matrix Set Factorization,” 1-1-09 to 12-31-11.

 

For more information: http://oa.ee.tsinghua.edu.cn/~zhangyujin/E4.htm 

Honors And Awards

For more information: http://oa.ee.tsinghua.edu.cn/~zhangyujin/E5.htm

Academic Achievement

For more information:
http://oa.ee.tsinghua.edu.cn/~zhangyujin/E3.htm
http://oa.ee.tsinghua.edu.cn/~zhangyujin/E4.htm

Books (in English)

[1] Zhang Y-J (ed.). “Advances in Image and Video Segmentation”. USA: IRM Press, 2006.

[2] Zhang Y-J (ed.). “Semantic-Based Visual Information Retrieval”. USA: IRM Press, 2007.

[3] Zhang Y-J. “Image Engineering: Processing, Analysis, and Understanding”. Singapore: Cengage Learning, 2009.

[4] Zhang Y-J (ed.) “Advances in Face Image Analysis: Techniques and Technologies”. IGI Global, USA. 2011.

Books Chapters(in English):

[1] Zhang Y J. “Automatic Correspondence Finding in Deformed Serial Sections”. Scientific Computing and Automation (Europe) 1990, Chapter 5 (39-54), 1990.

[2] Zhang Y J, Gerbrands J J. “Threshold Selection Based on Transition Region Determination”. Visual Search II, Chapter 11 (161-169), 1993.

[3] Zhang Y-J, Gao Y Y, Luo Y. “Object-Based Techniques for Image Retrieval”. Multimedia Systems and Content-based Image Retrieval, Idea Group Publishing, Chapter 7 (156-181), 2004.

[4] Zhang Y-J. “A Combined Structure Suitable for Web Courses”. New Horizon in Web-based Learning, 189-195, 2004.

[5] Zhang Y-J. “Advanced Techniques for Object-Based Image Retrieval”. Encyclopedia of Information Science and Technology, Idea Group Reference, Mehdi Khosrow-Pour ed., 1: 68-73, 2005.

[6] Zhang Y-J. “New Advancements in Image Segmentation for CBIR”. Encyclopedia of Information Science and Technology, Idea Group Reference, Mehdi Khosrow-Pour ed., 4: 2105-2109, 2005.

[7] Jiang F, Zhang Y-J. “News Video Indexing and Abstraction by Specific Visual Cues: MSC and News Caption”. Video Data Management and Information Retrieval, IRM Press, Chapter 11 (254-281), 2005.

[8] Zhang Y-J. “Better Use of Digital Images in Teaching and Learning”. Encyclopedia of Distance Learning, Idea Group Reference, C Howard, J V Boettcher, L Justice et al. eds., 1: 152-158, 2005.

[9] Zhang Y-J. “Important Design Considerations for Online Web Courses”. Encyclopedia of Distance Learning, Idea Group Reference, C Howard, J V Boettcher, L Justice et al. eds., 3: 1042-1047, 2005.

[10] Zhang Y-J. “Mining for Image Classification Based on Feature Elements”. Encyclopedia of Data Warehousing and Mining, Idea Group Reference, J Wang. ed., 1: 773-778, 2006.

[11] Tan H C, Zhang Y-J. “Automatic Facial Expression Analysis”. Encyclopedia of Human Computer Interaction, Idea Group Reference, C Ghaoui. ed., 60-67, 2006.

[12] Zhang Y-J. “An Overview of Image and Video Segmentation in the Last 40 Years”. Advances in Image and Video Segmentation, Zhang Y-J ed., IRM Press, Chapter 1 (1-15), 2006.

[13] Dai S Y, Zhang Y-J. “Color Image Segmentation in both Feature and Image Space”. Advances in Image and Video Segmentation, Zhang Y-J ed., IRM Press, Chapter 10 (209-227), 2006.

[14] Zhang Y-J. “A Summary of Recent Progresses for Segmentation Evaluation”. Advances in Image and Video Segmentation, Zhang Y-J ed., IRM Press, Chapter 20 (423-440), 2006.

[15] Zhang Y-J. “Toward High-Level Visual Information Retrieval”. Semantic-Based Visual Information Retrieval, Zhang Y-J ed., IRM Press, Chapter 1 (1-21), 2007.

[16] Xu F, Zhang Y-J. “A Novel Framework for Image Categorization and Automatic Annotation”. Semantic-Based Visual Information Retrieval, Zhang Y-J ed., IRM Press, Chapter 5 (90-111), 2007.

[17] Xu F, Zhang Y-J. “Probability Association Approach in Automatic Image Annotation”. Handbook of Research on Public Information Technology, V. II, Chapter 56 (615-626), 2008.

[18] Zhang Y-J. “On the Design and Application of an Online Web Course for Distance Learning”. Handbook of Distance Learning for Real-Time and Asynchronous Information Technology Education, S. Negash; M. Whitman; A. Woszczynski; K. Hoganson; H. Mattord, eds. Chapter 12 (228-238), 2008.

[19] Jia H X, Zhang Y-J. “Human Detection in Static Images”. Pattern Recognition Technologies and Applications: Recent Advances. B. Verma, M. Blumenstein, eds. 227-243, 2008.

[20] Yan Y, Zhang Y-J. “State-of-the-Art on Video-based Face Recognition”. Encyclopedia of Artificial Intelligence, 1455-1461, 2008.

[21] Zhang Y-J. “Advanced Techniques for Object-Based Image Retrieval.” Encyclopedia of Information Science and Technology, 2nd Edition, 59-64, 2008.

[22] Zhang Y-J. “Image Segmentation Evaluation in This Century.” Encyclopedia of Information Science and Technology, 2nd Edition, 1812-1817, 2008.

[23] Zhang Y-J. “Image Segmentation in the Last 40 Years.” Encyclopedia of Information Science and Technology, 2nd Edition, 1818-1823, 2008.

[24] Zhang Y-J. “Information Fusion of Multi-Sensor Images.” Encyclopedia of Information Science and Technology, 2nd Edition, 1950-1956, 2008.

[25] Zhang Y-J. “Organization of Home Video.” Encyclopedia of Information Science and Technology, 2nd Edition, Vol. VI: 2917-2922, 2008.

[26] Zhang Y-J. “An Overview of Semantic-Based Visual Information Retrieval.” Encyclopedia of Information Science and Technology, 2nd Edition, Vol. VI: 2978-2983, 2008.

[27] Zhang Y-J. “Recent Progress in Image and Video Segmentation for CBVIR.” Encyclopedia of Information Science and Technology, 2nd Edition, Vol. VII: 3224-3228, 2008.

[28] Zhang Y-J. “A Study of Image Engineering.” Encyclopedia of Information Science and Technology, 2nd Edition, Vol. VII: 3608-3615, 2008.

[29] Zhang Y-J. “Image Classification and Retrieval with Mining Technologies.” Handbook of Research on Text and Web Mining Technologies, Chapter VI (96-110), 2008.

[30] Shen B, Zhang Y-J. “Subsequence-wise Approach for Online Tracking.” Auto-Identification and Ubiquitous Computing Applications: RFID and Smart Technologies for Information Convergence. Information Science Reference, Chapter IX (157-166), 2009.

[31] Zhang Y-J. “Teaching and Learning Image Courses with Visual Forms.” Encyclopedia of Distance Learning, 2nd Edition, 4: 2044-2049, 2009.

[32] Zhang Y-J. “Face, Image, and Analysis”. Advances in Face Image Analysis: Techniques and Technologies, IGI Global, Chapter 1 (1-15), 2011.

[33] Li L, Zhang Y-J. “FastNMF: Efficient NMF Algorithm for Reducing Feature Dimension”. Advances in Face Image Analysis: Techniques and Technologies, IGI Global, Chapter 8 (137-162), 2011.

Journal Articles (in English):

[1] Zhang Y J, Gerbrands J J. “Transition Region Determination Based Thresholding”. Pattern Recognition Letters, 12(1): 13-23, 1991.

[2] Zhang Y J. “3-D Image Analysis System and Megakaryocyte Quantitation”. Cytometry, 12(5): 308-315, 1991.

[3] Zhang Y J. “Improving the Accuracy of Direct Histogram Specification”. IEE Electronics Letters, 28(3): 213-214, 1992.

[4] Zhang Y J. “Quantitative Study of 3-D Gradient Operators”. Image and Vision Computing, 11(10): 611-622, 1993.

[5] Zhang Y J, Gerbrands J J. “Objective and Quantitative Segmentation Evaluation and Comparison”. Signal Processing, 39(3): 43-54, 1994.

[6] Zhang Y J. “Influence of Segmentation over Feature Measurement”. Pattern Recognition Letters, 16(2): 201-206, 1995.

[7] Zhang Y J. “A Survey on Evaluation Methods for Image Segmentation”. Pattern Recognition, 29(8): 1335-1346, 1996.

[8] Zhang Y J. “Objective Image Quality Measures and Their Applications in Segmentation Evaluation”. Journal of Electronics, 14(2): 97-103, 1997.

[9] Zhang Y J. “Evaluation and Comparison of Different Segmentation Algorithms”. Pattern Recognition Letters, 18(10): 963-974, 1997.

[10] Zhang Y J, Yao Y R, He Y. “Color Image Segmentation Based on HSI Model”. High Technology Letters, 4(1): 28-31, 1998.

[11] Zhang Y J. “Framework and Experiments for Image Segmentation Characterization”. Chinese Journal of Electronics, 7(4): 387-391, 1998.

[12] Zhang Y J, Liu Z W, He Y. “Color-based Image Retrieval Using Sub-range Cumulative Histogram”. High Technology Letters, 4(2): 71-75, 1998.

[13] Luo H T, Zhang Y J. “Evaluation Based Segmentation Algorithm Optimization: Idea and System”. Journal of Electronics, 16(2): 109-116, 1999.

[14] Zhang Y J. “Two New Concepts for N16 Space”. IEEE Signal Processing Letters, 6(9): 221-223, 1999

[15] Xue J H, Zhang Y J, Lin X G. “Rayleigh-Distribution Based Minimum Error Thresholding for SAR Images”. Journal of Electronics (China), 16(4): 336-342, 1999.

[16] Zhang N, Zhang Y J, Liu Q D, Lin X G. “Method for Estimating Lossless Image Compression Bound”. IEE Electronics Letters, 35(22): 1931-1932, 1999.

[17] Zhang Y J, Luo H T. “Optimal Selection of Segmentation Algorithms Based on Performance Evaluation”. Optical Engineering, 39(6): 1450-1456, 2000

[18] Yu T L, Zhang Y-J. “Retrieval of Video Clips Using Global Motion Information”. IEE Electronics Letters, 37(14): 893-895, 2001.

[19] Zhang Y-J. “Image Engineering and Related Publications”. International Journal of Image and Graphics, 2(3): 441-452, 2002.

[20] Zhang Y-J, Lu H B. “A Hierarchical Organization Scheme for Video Data”. Pattern Recognition, 35(11): 2381-2387, 2002.

[21] Zhang Y-J. “On the Design and Application of an Online Web Course for Distance Learning”. International Journal of Distance Education Technologies, 2(1): 31-41, 2004.

[22] Dai S Y, Zhang Y-J. “Unbalanced Region Matching Based on Two-Level Description for Image Retrieval”. Pattern Recognition Letters, 26(5): 565-580, 2005.

[23] Li R, Zhang Y-J. “Level Selection for Multi-scale Fusion of Out-of-focus Image”. IEEE Signal Processing Letters, 12(9): 617-620, 2005.

[24] Tan H C, Zhang Y-J. “Detecting Eye Blink States by Tracking Iris and Eyelids”. Pattern Recognition Letters, 27(6): 667-675, 2006.

[25] Xu F, Zhang Y-J. “Evaluation and Comparison of Texture Descriptors Proposed in MPEG-7”. International Journal of Visual Communication and Image Representation, 17: 701-716, 2006.

[26] Tan H C, Zhang Y-J. “A Novel Weighted Hausdorff Distance for Face Localization”. Image and Vision Computing, 24(7): 656-662, 2006.

[27] Xu F, Zhang Y-J. “Integrated Patch Model: A Generative Model for Image Categorization Based on Feature Selection”. Pattern Recognition Letters, 28(12): 1581-1591, 2007.

[28] Zhang Y-J. “A Teaching Case for a Distance Learning Course: Teaching Digital Image Processing”. Journal of Cases on Information Technology, 9(4): 30-39, 2007.

[29] Chen W, Zhang Y-J. “Parametric Model for Video Content Analysis”. Pattern Recognition Letters, 29(3): 181-191, 2008.

[30] Yan Y, Zhang Y-J. “A Novel Class-dependence Feature Analysis Method for Face Recognition.” Pattern Recognition Letters, 29(14): 1907-1914, 2008.

[31] Yan Y, Zhang Y-J. “Tensor Correlation Filter Based Class-dependence Feature Analysis for Face Recognition.” Neurocomputing, 71(16-18): 3434-3438, 2008.

[32] Yan Y, Zhang Y-J. “Discriminant projection embedding for face and palmprint recognition.” Neurocomputing, 71(16-18): 3534-3543, 2008.

[33] Yan Y, Zhang Y-J. “1D Correlation Filter Based Class-Dependence Feature Analysis for Face Recognition.” Pattern Recognition, 41(12): 3834-3841, 2008.

[34] Paulus C, Zhang Y-J. “Spatially Adaptive Subsampling for Motion Detection.” Tsinghua Science and Technology, 14(4): 423-433, 2009.

[35] Li L, Zhang Y-J. “FastNMF: Highly Efficient Monotonic Fixed-Point Nonnegative Matrix Factorization Algorithm with Good Applicability.” Journal of Electronic Imaging, 18(3): 033004, 1-12, 2009.

[36] Tan H C, Zhang Y-J, Chao H, Zhao Y N, Wang W H. “Person-Independent Expression Recognition Based on Person-Similarity Weighted Expression Feature”. Journal of Systems Engineering and Electronics. 21(1): 118-126, 2010.

[37] Duan F, Zhang Y-J. “A Highly Effective Impulse Noise Detection Algorithm for Switching Median Filters”. IEEE Signal Processing Letters, 17(7): 647-650, 2010.

[38] Zhu Y F, Torre F, Cohn J F, Zhang Y-J. “Dynamic Cascades with Bidirectional Bootstrapping for Action Unit Detection in Spontaneous Facial Behavior”. IEEE Transactions on Affective Computing, 2(2): 79-91, 2011.

[39] Xue J H, Zhang Y-J. “Ridler and Calvard’s, Kittler and Illingworth’s and Otsu’s Methods for Image Thresholding”. Pattern Recognition Letters, 32(6): 793-797, 2012.

[40] Wang Y X, Zhang Y-J. "Non-negative Matrix Factorization: A Comprehensive Review." IEEE Transactions on Knowledge and Data Engineering, 2012.

Conference Proceedings (in English):

[1] Zhang Y J, Gerbrands J J, Back E. “Thresholding Three-dimensional Image”. SPIE, 1360, 1258-1269, 1990.

[2] Zhang Y J. “Analytical Comparison of Differential Edge Detectors in 3-D Space”. Digital Signal Processing-91, 311-316, 1991.

[3] Zhang Y J, Gerbrands J J. “Segmentation Evaluation Using Ultimate Measurement Accuracy”. SPIE 1657, 449-460, 1992.

[4] Zhang Y J. “Direction Response of 3-D Differential Edge Detectors”. Proceedings of IEEE Benelux & ProRISC Workshop on Circuits, Systems and Signal Processing, 251-257, 1992.

[5] Zhang Y J, Gerbrands J J. “On the Design of Test Images for Segmentation Evaluation”. In “Signal Processing VI-Theories and Applications”. Proceedings of EUSIPCO-92, 1: 551-554, 1992.

[6] Zhang Y J, Gerbrands J J. “Comparison of Thresholding Techniques Using Synthetic Images and Ultimate Measurement Accuracy”. Proceedings of 11th IAPR International Conference on Pattern Recognition, 3: 209-213, 1992.

[7] Zhang Y J. “Image Synthesis and Segmentation Comparison”. Proceedings of the Third International Conference for Young Computer Scientists, 8.24-8.27, 1993.

[8] Zhang Y J. “Comparison of Segmentation Evaluation Criteria”. Proceedings of the Second International Conference on Signal Processing, 1: 870-873, 1993.

[9] He Y, Zhang Y J. “An Analytical Study of the Effect of Noise on the Performance of Differential Edge Operators”. Proceedings of the Second International Conference on Signal Processing, 2: 1314-1317, 1993.

[10] Zhang Y J. “Segmentation Evaluation and Comparison: A Study of Various Algorithms”. SPIE, 2094, 801-812, 1993.

[11] Zhang Y J. “Image Engineering and Bibliography in China”. Technical Digest of International Symposium on Information Science and Technology, 158-160, 1996.

[12] Liao Q M, Chehdi K, Lin X G, Zhang Y J. “Identification of Pelagic Eggs by Image Analysis”. Proceedings of the Third International Conference on Signal Processing, 2: 855-858, 1996.

[13] Zhang Y J, Yao Y R, He Y. “Automatic Face Segmentation Using Color Cues for Coding Typical Videophone Scenes”. SPIE, 3024, 468-479, 1997.

[14] Zhang Y J, Liu Z W. “Content-based Image Query and Tele-medicine Services”. Proceedings of the First Euro-Chinese Conference on Information Society, 609-619, 1997.

[15] Xie T, He Y, Weng C J, Zhang Y J, Feng C X. “The Study on the Layered Coding System for Very Low Bit Rate Videophone”. SPIE, 3309, 576-582, 1998.

[16] Zhang Y J, Liu Z W, He Y. “Comparison and Improvement of Color-based Image Retrieval Techniques”. SPIE, 3312, 371-382, 1998.

[17] Jia B, Zhang Y J, Zhang N, Lin X G. “Study of a Fast Tri-nocular Stereo Algorithm and the Influence of Mask Size on Matching”. Proceedings of the International Workshop on Image, Speech, Signal Processing and Robotics, 1: 169-173, 1998.

[18] Xue J H, Zhang Y J, Lin X G. “Threshold Selection Using Cross-entropy and Fuzzy Divergence”. SPIE, 3561, 152-162, 1998.

[19] Zhang Y J, Liu Z W, Yao Y R. “Distance Learning and Content-based Image Retrieval”. Proceedings of the sixth International Conference on Computers in Education, 2: 429-433, 1998.

[20] Lu H B, Zhang Y J. “Detecting Abrupt Scene Change Using Neural Network”. Visual Information and Information Systems (Lecture Notes in Computer Science 1614), Springer-Verlag, 291-298, 1999.

[21] Lu H B, Zhang Y J, Yao Y R. “Robust Gradual Scene Change Detection”. Proceedings of International Conference on Image Processing, 2: 304-308 (27ap2.11), 1999.

[22] Wu G H, Zhang Y J, Lin X G. “Wavelet Transform-based Texture Classification Using Feature Weighting”. Proceedings of International Conference on Image Processing, 4: 435-439 (28ap5b.3), 1999.

[23] Zhang Y J, Lu H B. “Hierarchical Video Organization Based on Compact Representation of Video Units”. Proceedings of Workshop on Very Low Bitrate Video’99, 67-70, 1999.

[24] Yao Y R, Zhang Y J. “Shape-Based Image Retrieval Using Wavelets and Moments”. Proceedings of Workshop on Very Low Bitrate Video’99, 71-74, 1999.

[25] Zhang Y J, Li Q, Ge J H. “A Computer Assisted Instruction Courseware for 'Image Processing and Analysis”. Proceedings of International Conference on Computer in Education’99, 371-374, 1999.

[26] Zhang Y J, Xu Y. “Effect Investigation of the CAI Software for 'Image Processing and Analysis'“. Proceedings of International Conference on Computer in Education’99, 858-859, 1999.

[27] Bai J F, Liao Q M, Lin X G, Zhang Y J. “A Rate Control Algorithm for VBR Video Encoding and Transmission”. Proceedings of International Conference on Acoustics, Speech, and Signal Processing, 4: 1931-1934, 2000.

[28] Gao Y Y, Zhang Y J. “Object Classification Using Mixed Color Feature”. Proceedings of International Conference on Acoustics, Speech, and Signal Processing, 4: 2003-2006, 2000.

[29] Jia B, Zhang Y J, Lin X G. “Stereo Matching Using Both Orthogonal and Multiple Image Pairs”. Proceedings of International Conference on Acoustics, Speech, and Signal Processing, 4: 2139-2142, 2000.

[30] Zhang N, Lin X G, Zhang Y J. “L-infinity Constrained Micro Noise Filtering for High Fidelity Image Compression”. SPIE, 4067(1): 576-585, 2000.

[31] Yu H F, Zen H, Wang R L, Yang W P, Bai F X, Zhang Y J. “Color Spaces Conversion of Image between the Input and Output Devices by Means of Artificial Neural Network”. Proceedings of the First International Conference on Image and Graphics, 50-53, 2000.

[32] Shi J S, Tang W, Bai F X, Zhang Y J. “Study of the K. L. Transformation for Natural Scenes”. Proceedings of the First International Conference on Image and Graphics, 115-118, 2000.

[33] Karnaukhof V N, Wenger E, Haidinger A, Merzlyakov N S, Zhang Y J. “An Integrated System for Digital Processing and Identification of Watermark Images”. Proceedings of the First International Conference on Image and Graphics, 119-122, 2000.

[34] Jia B, Zhang Y J, Lin X G, Ohnishi N. “A Sub-Pixel-Level Stereo Algorithm with Right-Angle Tri-Nocular”. Proceedings of the First International Conference on Image and Graphics, 417-420, 2000.

[35] Yang W P, Zhang Y J, Peng B, Liao N F, Yu J K. “Method for Chromatic Calibration of Color Camera Based on Neural Network”. Proceedings of the First International Conference on Image and Graphics, 434-437, 2000.

[36] Ran Y, Liao Q M, Zhang Y J. “Design of Optimized Videophone System over PSTN”. Proceedings of the First International Conference on Image and Graphics, 608-611, 2000.

[37] Gao Y Y, Zhang Y J, Merzlyakov N S. “Semantic-based Image Description Model and Its Implementation for Image Retrieval”. Proceedings of the First International Conference on Image and Graphics, 657-660, 2000.

[38] Luo Y, Zhang Y-J, Gao Y Y, Yang W P. “Extracting Meaningful Region for Content-based Retrieval of Image and Video”. SPIE, 4310, 455-464, 2001.

[39] Yu T L, Zhang Y-J. “Motion Feature Extraction for Content-based Video Sequence Retrieval”. SPIE, 4311, 378-388, 2001.

[40] Zhang Y-J, Chen T, Li J. “Embedding Watermarks into Both DC and AC Components of DCT”. SPIE, 4314, 424-435, 2001.

[41] Xu Y, Zhang Y-J. “Image Retrieval Framework Driven by Association Feedback with Feature Element Evaluation Built in”. SPIE, 4315, 118-129, 2001.

[42] Gao Y Y, Zhang Y-J, Yu F. “Self-adaptive Relevance Feedback Based on Multi-level Image Content Analysis”. SPIE, 4315, 449-459, 2001.

[43] Zhang Y-J. “A Review of Recent Evaluation Methods for Image Segmentation”. Proceedings of the Sixth International Symposium on Signal Processing and Its Applications, 148-151, 2001.

[44] Xu Y, Zhang Y-J. “Association Feedback: A Novel Tool for Feature Elements Based Image Retrieval”. Proceedings of the Second IEEE Pacific Rim Conference on Multimedia (Lecture Notes in Computer Science 2195), 506-513, 2001.

[45] Zhang Y-J. “A Tele-teaching Practice Using 'Tsinghua WebSchool'“. Proceedings of International Conference on Computer in Education’01, 173-176, 2001.

[46] Zhu X Q, Zhang Y-J, Liu W J. “Evaluation and Comparison of Web Course Developmental Tools and Technology: A Case Study”. Proceedings of International Conference on Computer in Education’01, 610-615, 2001.

[47] Zhu X Q, Zhang Y-J, Liu W J. “IP&A-Web: An Online Course of Image Processing and Analysis”. Proceedings of International Conference on Computer in Education’01, 729-734, 2001.

[48] Li Q, Zhang Y-J, Dai S. Y. “Image Search Engine with Selective Filtering and Feature Element Based Classification”. SPIE-4672, 190-197, 2002.

[49] Xu Y, Zhang Y-J. “Feature Element Theory for Image Recognition and Retrieval”. SPIE-4676, 126-137, 2002.

[50] Yu T L, Zhang Y-J. “Summarizing Motion Contents of the Video Clip Using Moving Edge Overlaid Frame (MEOF)”. SPIE-4676, 407-417, 2002.

[51] Zhang Y-J, Liu W J. “A New Web Course ---- ‘Fundamentals of Image Processing and Analysis’”. Proceedings of The 6th Global Chinese Conference on Computer in Education, 1: 597-602, 2002.

[52] Zhang G C, Zhang Y-J. “A New Image-hiding Scheme Based on Blending in DCT Domain”. Proceedings of the Second International Conference on Image and Graphics (SPIE-4875), 141-145, 2002.

[53] Karnaukhov V N , Aizenberg I N, Butakoff C, Karnaukhov A V, Merzlyakov N S, Milukova, O P, Zhang Y-J. “Neural Network Identification and Restoration of Blurred Images”. Proceedings of the Second International Conference on Image and Graphics (SPIE-4875), 303-310, 2002.

[54] Zhang Y-J, Yu T L. “Combining Video Mosaic and Edge Overlap Techniques for Condensing Information in a Video Clip to a Single Frame”. Proceedings of the Second International Conference on Image and Graphics (SPIE-4875), 806-810, 2002.

[55] Zhang G C, Zhang Y-J, Cui S J, Feng H F. “The Generalized Bézier Curve – a Bézier Curve”. Proceedings of the Second International Conference on Image and Graphics (SPIE-4875), 963-968, 2002.

[56] Zhang Y-J, Gao Y Y, Merzlyakov N S. “Object Recognition and Matching for Image Retrieval”. Proceedings of the Second International Conference on Image and Graphic (SPIE-4875), 1083-1089, 2002.

[57] Zhang Y-J, Jiang F, Hu H J, Xu D. “Design and Implementation of the Self-test Module in Web Courses”. Proceedings of International Conference on Computer in Education’02, 1092-1094, 2002.

[58] Xu Y, Zhang Y-J. “Semantic Retrieval Based on Feature Element Constructional Model and Bias Competition Mechanism”. SPIE, 5021: 77-88, 2003.

[59] Li R, Zhang Y-J. “A Hybrid Filter for the Cancellation of Mixed Gaussian Noise and Impulse Noise”. Proceedings of the Fourth IEEE Pacific Rim Conference on Multimedia, 1: 508-512 (1C32P0284), 2003.

[60] Dai S Y, Zhang Y-J. “Color Image Segmentation with Watershed on Color Histogram and Markov Random Fields”. Proceedings of the Fourth IEEE Pacific Rim Conference on Multimedia, 1: 527-531 (1C36P0240), 2003.

[61] Huang X Y, Zhang Y-J, Hu D. “Image Retrieval Based on Weighted Texture Features Using DCT Coefficients of JPEG Images”. Proceedings of the Fourth IEEE Pacific Rim Conference on Multimedia, 3: 1571-1575 (3B22P0367), 2003.

[62] Tan H C, Zhang Y-J, Li R. “Robust Eye Extraction Using Deformable Template and Feature Tracking Ability”. Proceedings of the Fourth IEEE Pacific Rim Conference on Multimedia, 3: 1747-1751 (3C11P0366), 2003.

[63] Dai S Y, Zhang Y-J. “Adaboost in Region-Based Image Retrieval”. Proceedings of International Conference on Acoustic, Speech, and Signal Processing, 3: 429-432, 2004.

[64] Zhang Y-J. “Lessons Learned from and Enhancements Achieved in a Concrete Case of Continuing Education”. Proceedings of The Third ASEE International Colloquium on Engineering, Education, 1-9, 2004.

[65] Jiang F, Zhang Y-J. “Camera Attention Weighted Strategy for Video Shot Grouping”. Proceedings of Visual Communication and Image Processing (SPIE-5960), 428-436, 2005.

[66] Xu F, Zhang Y-J. “Atmosphere-Based Image Classification Through Illumination and Hue”. Proceedings of Visual Communication and Image Processing (SPIE-5960), 596-603, 2005.

[67] Li R, Zhang Y-J. “Automated Image Registration Using Multi-resolution Based Hough Transform”. Proceedings of Visual Communication and Image Processing (SPIE-5960), 1363-1370, 2005.

[68] Xu F, Zhang L, Zhang Y-J, Ma W Y. “Salient feature selection for visual concept learning”. Proceedings of the Sixth IEEE Pacific Rim Conference on Multimedia (Lecture Notes in Computer Science 3767), 617-628, 2005.

[69] Zhang Y-J. “On the Design and Application of an Online Web Course for Distance Learning”. Proceedings of the Tsinghua University Association of Higher Education, 58-68, 2005.

[70] Xu F, Zhang Y-J. “Feature Selection for Image Categorization”. Proceedings of the Seventh Asian Conference on Computer Vision, Part 2 (Lecture Notes in Computer Science 3852), P. J. Narayanan, S. K. Nayar, and Heung-Yeung Shum eds., 653-662, 2006.

[71] Tan H C, Zhang Y-J. “An Energy Minimization Process for Extracting Eye Feature Based on Deformable Template”. Proceedings of the Seventh Asian Conference on Computer Vision, Part 2 (Lecture Notes in Computer Science 3852), P. J. Narayanan, S. K. Nayar, and Heung-Yeung Shum eds., 663-672, 2006.

[72] S. Chabrier, C. Rosenberger, H. Laurent, Y.J. Zhang. "Adaptive evaluation of image segmentation results" International Conference on Pattern Recognition (ICPR), V.2, 399 - 402, 2006.

[73] S. Chabrier, H. Laurent, C. Rosenberger, Y.J. Zhang. "Supervised evaluation of synthetic and real contour segmentation results" (EUSIPCO), 2006.

[74] Chen W, Zhang Y-J. “Tracking Ball and Players with Applications to Highlight Ranking of Broadcasting Table Tennis Video”. Proceedings of 2006 IMACS Multi-conference on Computational Engineering in Systems Applications (CESA’2006), 2: 1896-1903, 2006.

[75] Liu W J, Zhang Y-J. “Real Time Object Tracking Using Fused Color and Edge Cues”. Proceedings of the Ninth International Symposium on Signal Processing and Its Application, (1-4), 2007.

[76] Li L, Zhang Y-J. “Non-negative Matrix-Set Factorization”. Proceedings of the Fourth International Conference on Image and Graphics, Zhang Y-J ed., 564-569, 2007.

[77] Tan H C, Zhang Y-J. “Computing Eigenface from Edge Images for Face Recognition Based on Hausdorff Distance”. Proceedings of the Fourth International Conference on Image and Graphics, Zhang Y-J ed., 639-644, 2007.

[78] Jia H X, Zhang Y-J. “Fast Human Detection by Boosting Histograms of Oriented Gradients”. Proceedings of the Fourth International Conference on Image and Graphics, Zhang Y-J ed., 683-688, 2007.

[79] Zhang B, Chen W, Dou W B, Zhang Y-J, Chen L M. “Content-based Table Tennis Games Highlight Detection Utilizing Audiovisual Clues”. Proceedings of the Fourth International Conference on Image and Graphics, Zhang Y-J ed., 833-838, 2007.

[80] Tan H C, Zhang Y-J. “Person-Similarity Weighted Feature for Expression Recognition”. Proceedings of the Eighth Asian Conference on Computer Vision, (Lecture Notes in Computer Science 4844), Y. YAGI, et al eds., 712-721, 2007.

[81] Zhang Y-J, Jiang F. “Home Video Structuring with a Two-Layer Shot Clustering Approach”. Proceedings of the Third International Symposium on Communications, Control and Signal Processing, 500-504, 2008.

[82] Chen W, Zhang Y-J. “Video Segmentation and Key Frame Extraction with Parametric Model”. Proceedings of the Third International Symposium on Communications, Control and Signal Processing, 1020-1023, 2008.

[83] Tan H C, Zhang Y-J. “Expression-Independent Face Recognition Based on Higher Order Singular Value Decomposition”. Proceedings of the Seventh International Conference on Machine Learning and Cybernetics, 2846-2851, 2008.

[84] Tan H C, Zhang Y-J. “Incorporating Corner Information for Mouth Feature Extraction”. Proceedings of the Seventh International Conference on Machine Learning and Cybernetics, 2909-2913, 2008.

[85] Yan Y, Zhang Y-J. “Multimodal Biometrics Fusion Using Correlation Filter Bank.” Proceedings of 19th IAPR International Conference on Pattern Recognition, MoBT7.3 (1-4), 2008.

[86] Cheng Z D, Shen B, Fan X, Zhang Y-J. “Automatic Coefficient Selection in Weighted Maximum Margin Criterion.” Proceedings of 19th IAPR International Conference on Pattern Recognition, WeAT9.18 (1-4), 2008.

[87] Li L, Zhang Y-J. “FastNMF: A Fast Monotonic Fixed-Point Non-Negative Matrix Factorization Algorithm with High Ease of Use.” Proceedings of 19th IAPR International Conference on Pattern Recognition, ThBCT8.15 (1-4), 2008.

[88] Shen B, Hu W, Zhang Y M, Zhang Y-J. “Image Inpainting via Sparse Representation.” Proceedings of 34th International Conference on Acoustic, Speech, and Signal Processing, 697-700, 2009.

[89] Zhu Y F, Torre F, Cohn J F, Zhang Y-J. “Dynamic Cascades with Bidirectional Bootstrapping for Spontaneous Facial Action Unit Detection.” Proceedings of the Third International Conference on Affective Computing and Intelligent Interaction and Workshops, pp.1-8, 2009.

[90] Shen B, Zhang Y-J. “Foreground Segmentation via Sparse Representation.” Proceedings of International Conference on Systems, Man, and Cybernetics, 3363-3367, 2009.

[91] Tsai W, Zhang Y-J. “A Frequency Sensitivity-Based Quality Prediction Model for JPEG Images.” Proceedings of the 5th International Conference on Image and Graphics, 28-32, 2010.

[92] Li S, Zhang Y-J. “A Novel System for Video Retrieval of Frontal-View Indoor Moving Pedestrians.” Proceedings of the 5th International Conference on Image and Graphics, 266-271, 2010.

[93] Qin Y F, Li L, Zhang Y-J. “Evaluation of SENSC Algorithm for Image Clustering.” Proceedings of the 5th International Conference on Image and Graphics, 378-383, 2010.

[94] Yan Y, Zhang Y-J. “Effective Discriminant Feature Extraction Framework for Face Recognition.” Proceedings of the 4th International Symposium on Communications, Control and Signal Processing, 1-5, 2010.

[95] Li S, Zhang Y-J. “Discovering Latent Semantic Factors for Emotional Picture Categorization”. Proceedings of the 17th International Conference on Image Processing, 1065-1068, 2010.

[96] Tan H C, Feng J S, Li F, Zhang Y-J. “Low Multilinear Rank Tensor Completion with Missing Data”. Proceedings of 3rd International Conference on Computer and Automation Engineering, 1: 256-260, 2011.

[97] Tan H C, Feng J S, Ren J, Zhang Y-J. “Discriminative Feature Weighted Hausdorff Distance for Face Recognition”. Proceedings of 3rd International Conference on Computer and Automation Engineering, 1: 261-264, 2011.

[98] Duan F, Zhang Y-J. “A Novel Parallel Algorithm for Airport Runway Segmentation in Satellite Images Using Priority-Directional Region Growing Strategy Based on Ensemble Learning”. Proceedings of Parallel Processing for Imaging Applications (SPIE-7872), 78720A-1~78720A-8, 2011.

[99] Duan F, Zhang Y-J. “A Parallel Impulse-noise Detection Algorithm Based on Ensemble Learning for Switching Median Filters”. Proceedings of Parallel Processing for Imaging Applications (SPIE-7872), 78720C-1~78720C-12, 2011.

[100] Zhu Y F, Zhang Y-J. “Multi-view Stereo Reconstruction via voxels clustering and Parallel Volumetric Graph-cut Optimization”. Proceedings of Parallel Processing for Imaging Applications (SPIE-7872), 78720S-1~78720S-11, 2011.

[101] Hu T T, Fan X, Zhang Y-J, Cheng Z D, Zhu B. “Infrared Small Target Tracking Based on SOPC”. Proceedings of Parallel Processing for Imaging Applications (SPIE-7872), 78720U-1~78720U-9, 2011.

[102] Yu X N, Zhang Y-J. “A 2D Histogram Representation of Images for Pooling”. Proceedings of Image Processing: Machine Vision Application (SPIE-7877), 787706-1~787706-11, 2011.

[103] Zeng P P, Zhang Y-J, Duan F. “Gender Classification System in Uncontrolled Environments”. Proceedings of Intelligent Robots and Computer Vision XXVIII: Algorithms and Techniques (SPIE-7878), 78780O-1~78780O-11, 2011.

[104] Liu B D, Zhang Y-J. “SENSC Algorithm for Object and Scene Categorization”. Proceedings of Multimedia on Mobile Device 2011 (SPIE-7881A), 78810R-1~78810R-10, 2011.

[105] Li S, Zhang Y-J. “Semi-supervised Classification of Emotional Pictures Based on Feature Combination”. Proceedings of Multimedia on Mobile Device 2011 (SPIE-7881A), 78810X-1~78810X-8, 2011.

[106] Zhang Y-J. “A Net Courseware for ‘Image Processing’”. Proceedings of The Sixth International Multi-Conference on Computing in the Global Information Technology, pp.143-147, 2011.

[107] Tan H C, Cheng B, Feng J S, Feng G D, Zhang Y-J. “Tensor Recovery via Multi-linear Augmented Lagrange Multiplier Method”. Proceedings of the 6th International Conference on Image and Graphics, 141-146, 2011.

[108] Li X, Zhang Y-J, Liu B D. “Robust Moving Cast Shadow Detection and Removal with Reliability Checking of the Color Property”. Proceedings of the 6th International Conference on Image and Graphics, 440-445, 2011.

[109] Xue F, Zhang Y-J. “Image Class Segmentation via Conditional Random Field over Weighted Histogram Classifier”. Proceedings of the 6th International Conference on Image and Graphics, 477-481, 2011.

[110] Tang D, Zhang Y-J. “Combining Mean-shift and Particle Filter for Object Tracking”. Proceedings of the 6th International Conference on Image and Graphics, 771-776, 2011.

[111] Wang Y X, Zhang Y-J. “Image Inpainting via Weighted Sparse Non-Negative Matrix Factorization”. Proceedings of the 18th International Conference on Image Processing, 3470-3473, 2011.

[112] Liu B D, Wang Y X, Zhang Y-J, Zheng Y. “Discriminant Sparse Coding for Image Classification”. Proceedings of the 37th International Conference on Acoustics, Speech, and Signal Processing, 2193-2196, 2012.

[113] Wang Y X, Gui L Y, Zhang Y-J. “Neighborhood Preserving Non-Negative Tensor Factorization For Image Representation”. Proceedings of the 37th International Conference on Acoustics, Speech, and Signal Processing, 3389-3392, 2012.