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.