Main Papers in English

(PDF files can be download by following the underline links)


  2023
  [E303] Sun L, Wang Z G, Zhang Y-J, Wang G J. ¡°A feature-trajectory-smoothed high speed model for video anomaly detection¡±. Sensors, 23(3): 1612, 2023. (DOI: 10.3390/s23031612).

  2021
  [E302] Daneshvar E, Tehran M A, Zhang Y-J. ¡°Hybrid camouflage pattern generation using neural style transfer method¡±. Color Res Appl: 1-14, 2021.
  [E301] Wang Z G, Yang Z L, Zhang Y-J, Su N, Wang G J. ¡°Ts-Unet: A temporal smoothed Unet for video anomaly detection¡±. Proceedings of the 11th International Conference on Image and Graphics (LNCS 11890), 789-798, 2021.
  [E300] Wang Z G, Zhang Y-J, Wang G J, Xie P W. ¡°Master-auxiliary aggregation strategy for video anomaly detection¡±. IEEE Signal Processing Letters, 28(9): 1794-1798, 2021.

  2020
  [E298] Wang Z G, Yang Z L, Zhang Y-J. ¡°A promotion method for generation error-based video anomaly detection¡±. Pattern Recognition Letters, 140: 88-94, 2020.
  [E297] Yang Z L, Huang Y F, Zhang Y-J. ¡°TS-CSW: Text steganalysis and hidden capacity estimation based on convolutional sliding windows¡±. Multimedia Tools and Applications, 79(25-26): 18293-18316, 2020.
  [E295] Li W T, Feng X D, An H T, Ng S, Zhang Y-J. ¡°MRI Reconstruction with Interpretable PixelWise Operations Using Reinforcement Learning¡±. Proceeding of AAAI (the Association for the Advance of Artificial Intelligence), 34(1): 792~799, 2020.
  [E294] Yang Z L, Hu Y T, Huang Y F, Zhang Y-J. ¡°Behavioral Security in Covert Communication Systems¡±. Proceedings of the 18th International Workshop on Digital Forensics and Watermarking, (LNCS 12022), 377-392, 2020.
  [E293] Yang Z L, Wei N, Liu Q H, Huang Y F, Zhang Y-J. ¡°GAN-TStega: Text Steganography Based on Generative Adversarial Networks¡±. Proceedings of the 18th International Workshop on Digital Forensics and Watermarking, (LNCS 12022), 18-31, 2020.
  [E292] Huang X M, Zheng Y, Huang J Z, Zhang Y-J. ¡°50 FPS Object-Level Saliency Detection via Maximally Stable Region¡±. IEEE Transactions on Image Processing, 29: 1384-1396, 2020.

  2019
  [E291] Yang Z L, Wang K, Li J, Huang Y F, Zhang Y-J. ¡°TS-RNN: Text steganalysis based on recurrent neural network¡±. IEEE Signal Processing Letters, 26(12): 1743-1747, 2019.
  [E289] Li W T, Xu X Y, Zhang Y-J. ¡°Temporal Feature Correlation for Human Pose Estimation in Videos¡±. Proceedings of the 26th International Conference on Image Processing, 599-603, 2019.
  [E288] An H T, Zhang Y-J. ¡°A Structural Oriented Training Method For GAN Based Fast Compressed Sensing MRI¡±. IEEE Transactions on Information Forensics and Security, 14(5), 1280-1295, 2019.
  [E287] Yang Z L, Guo X Q, Chen Z M, Huang Y F, Zhang Y-J. ¡°RNN-Stega: Linguistic Steganography Based on Recurrent Neural Networks¡±. Proceedings of the 26th International Conference on Image Processing, 599-603, 2019.
  [E286] Yang Z L, Huang Y F, Zhang Y-J. ¡°A Fast and Efficient Text Steganalysis Method¡±. IEEE Signal Processing Letters, 26(4): 627-631, 2019.

  2018
  [E285] Zhang Y-J. ¡°An Overview of Image Engineering in Recent Years¡±. Proceedings of the 2018 IEEE International Conference on Computational Science and Engineering, 119-122, 2018.
  [E284] Liu C Y, Xu X Y, Zhang Y-J. ¡°Temporal Attention Network for Action Proposal¡±. Proceedings of the 25th International Conference on Image Processing, 2281-2285, 2018.
  [E283] Yang Z L, Zhang P Y, Jiang M Y, Huang Y F, Zhang Y-J. ¡°RITS: Real-Time Interactive Text Steganography Based on Automatic Dialogue Model¡±. Proceedings of the 4th International Conference on Cloud Computing and Security (ICCCS2018), 253-264, 2018.
  [E282] Xu X Y, Sun D Q, Liu S F, Ren W Q, Zhang Y-J, Yang M H, Su J. ¡°Rendering Portraitures from Monocular Camera and Beyond¡±. European Conference on Computer Vision (ECCV), P-3A-26 (1~16), 2018.
  [E280] Huang X M, Zheng Y, Huang J Z, Zhang Y-J. ¡°A Minimum Barrier Distance Based Saliency Box for Object Proposals Generation¡±. IEEE Signal Processing Letters, 25(8): 1126-1130, 2018.
  [E279] Li X, Shen B, Liu B D, Zhang Y-J. ¡°Ranking-Preserving Low-Rank Factorization for Image Annotation with Missing Labels¡±. IEEE Transactions on Multimedia, 20(5): 1169-1178, 2018.
  [E278] Yang Z L, Huang Y F, Jiang Y R, Sun Y X, Zhang Y-J, Luo P C. ¡°Clinical Assistant Diagnosis for Electronic Medical Record Based on Convolutional Neural Network¡±. Scientific Reports, (8): #6329, 2018.
  [E277] Yuan J, Zhang Y-J, Yang D-H. ¡°Sparse and Low-Rank Abundance Estimation with Structural Information¡±. Journal of Infrared and Millimeter Waves, 37(2): 144-153, 2018.
  [E276] Xu X Y, Pan J S, Zhang Y-J, Yang M H. ¡°Motion Blur Kernel Estimation via Deep Learning¡±. IEEE Transactions on Image Processing, 27(1): 194-205, 2018.
  [E275] Huang X M, Zhang Y-J. ¡°Water Flow Driven Salient Object Detection at 180 fps¡±. Pattern Recognition, 76: 95-107, 2018.
  [E274] Zhang Y-J. ¡°The Understanding of Spatial-Temporal Behaviors¡±. Encyclopedia of Information Science and Technology, 4th Edition, Chapter 115 (1344-1354), 2018.
  [E273] Zhang Y-J. ¡°Development of Image Engineering in the Last 20 Years¡±. Encyclopedia of Information Science and Technology, 4th Edition, Chapter 113 (1319-1330), 2018.
  [E272] Zhang Y-J. ¡°A Critical Overview of Image Segmentation Techniques Based on Transition Region¡±. Encyclopedia of Information Science and Technology, 4th Edition, Chapter 112 (1308-1318), 2018.

  2017
  [E271] Yang Z L, Zhang Y-J, Rehman S U, Huang Y F. ¡°Image Captioning with Object Detection and Localization¡±. Proceedings of 9th International Conference on Image and Graphics (LNCS 10667), 109-118, 2017.
  [E270] Xu X Y, Sun D Q, Pan J S, Zhang Y-J, Pfister H, Yang M-H. ¡°Learning to Super-Resolve Blurry Face and Text Images¡±. Proceedings of the International Conference on Computer Vision, 251-260, 2017.
  [E267] Fang M Y, Zhang Y-J. ¡°Query Adaptive Fusion For Graph Based Visual Reranking¡±. IEEE Journal of Selected Topics in Signal Processing, 11(6): 908-917, 2017.
  [E265] Huang X M, Zhang Y-J. ¡°300-FPS Salient Object Detection via Minimum Directional Contrast¡±. IEEE Transactions on Image Processing, 26(9): 4243-4254, 2017.
  [E264] Chen Q Q, Zhang Y-J. ¡°Sequential Segment Networks for Action Recognition¡±. IEEE Signal Processing Letters, 24(5): 712-716, 2017.

  2016
  [E263] Fang M Y, Zhang Y-J, Li X, Liu B D. "Normalized Similarity Measurement and Query Adaptive Fusion for Graph Based Visual Reranking." Proceedings of the 13th IEEE International Conference on Signal Processing, 607-612, 2016.
  [E262] Chen Q Q, Liu F, Li X, Liu B D, Zhang Y-J. "Saliency-context Two-Stream Convnets for Action Recognition." Proceedings of the 23rd International Conference on Image Processing, 3076-3080, 2016.
  [E261] Zhou D, Li X, Zhang Y-J. "A Novel CNN-based Match Kernel for Image Retrieval." Proceedings of the 23rd International Conference on Image Processing, 2045-2049, 2016.
  [E260] Zheng Y, Zhang Y-J, Larochelle H. "A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data." IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(6): 1056-1069, 2016
  [E259] Huang X M, Zhang Y-J. "An O(1) Disparity Refinement Method for Stereo Matching." Pattern Recognition, 55: 198-206, 2016
  [E258] Li X, Shen B, Liu B D, Zhang Y-J. "A Locality Sensitive Low-Rank Model for Image Tag Completion." IEEE Transactions on Multimedia, 18(3): 474-483, 2016
  [E257] Liu B D, Wang Y X, Shen B, Li X, Zhang Y-J, Wang Y J. "Blockwise Coordinate Descent Schemes for Efficient and Effective Dictionary Learning." Neurocomputing, 178: 25-35, 2016
  [E256] Li X, Zhang Y-J, Shen B, Liu B D. "Low-rank Image Tag Completion with Dual Reconstruction Structure Preserved." Neurocomputing, 173: 425-433, 2016
  [E255] Chen Q Q, Zhang Y-J. "Cluster Trees of Improved Trajectories for Action Recognition." Neurocomputing, 173: 364-372, 2016

  2015
  [E254] Zheng Y, Shen B, Yang, X F, Ma W L, Liu B D, Zhang Y-J. "A Locality Preserving Approach for Kernel PCA." Proceedings of the 8th International Conference on Image and Graphics (LNCS 9217), 121-135, 2015
  [E252] Zheng Y, Zemel R S, Zhang Y-J, Larochelle H. "A Neural Autoregressive Approach to Attention-based Recognition." International Journal of Computer Vision, 113(1): 67-79, 2015
  [E250] Zhang Y-J. "Statistics on Image Engineering Literatures." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 595 (6030-6040), 2015
  [E249] Zhang Y-J. "Image Fusion Techniques with Multiple-Sensors." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 586 (5926-5936), 2015
  [E248] Zhang Y-J. "Half Century for Image Segmentation." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 584 (5906-5915), 2015
  [E247] Zhang Y-J. "A Review of Image Segmentation Evaluation in the 21st Century." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 579 (5857-5867), 2015
  [E246] Zhang Y-J. "A Hierarchical Organization of Home Video." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 210 (2168-2177), 2015
  [E245] Zhang Y-J. "An Overview for Non-Negative Matrix Factorization." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 156 (1631-1641), 2015
  [E244] Zhang Y-J. "Up-to-Date Summary of Semantic-Based Visual Information Retrieval." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 123 (1294-1303), 2015
  [E243] Zhang Y-J. "Image Inpainting as an Evolving Topic in Image Engineering." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 122 (1283-1293), 2015
  [E242] Zhang Y-J. "Advances in Emotional Picture Classification." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 48 (501-511), 2015
  [E241] Zhang Y-J. "A Comprehensive Survey on Face Image Analysis." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 47 (491-500), 2015
  [E240] Zhang Y-J. "Machine Learning for Image Classification." Encyclopedia of Information Science and Technology, 3rd Edition, Chapter 21 (215-226), 2015

  2014
  [E238] Bu S S, Zhang Y-J. "Image Retrieval with Hierarchical Matching Pursuit." Proceedings of the 21st International Conference on Image Processing, 3067-3071, 2014
  [E237] Li X, Zhang Y-J, Shen B, Liu B D. "Image Tag Completion by Low-Rank Factorization with Dual Reconstruction Structure Preserved." Proceedings of the 21st International Conference on Image Processing, 3062-3066, 2014
  [E236] Liu B D, Wang Y X, Shen B, Zhang Y-J, Hebert M. "Self-Explanatory Sparse Representation for Image Classification." ECCV, Part II, LNCS 8690: 600¨C616, 2014
  [E234] Zheng Y, Zhang Y-J, Larochelle H. "Topic modeling of multimodal data: an autoregressive approach." Proceedings of International Conference on Computer Vision and Pattern Recognition, 1370-1377, 2014
  [E233] Tan H C, Cheng B, Wang W H, Zhang Y-J, Ran B "Tensor completion via a multi-linear low-n-rank factorization model." Neurocomputing, 133: 161-169, 2014
  [E231] Liu B D, Wang Y X, Shen B, Zhang Y-J, Wang Y J. "Blockwise Coordinate Descent Schemes for Sparse Representation." Proceedings of the 39th International Conference on Acoustics, Speech, and Signal Processing, 5304-5308, 2014

  2013
  [E230] Tan H C, Cheng B, Feng J S, Feng G D, Wang W H, Zhang Y-J. "Low-n-rank tensor recovery based on multi-linear augmented Lagrange multiplier method." Neurocomputing, 119: 144-152, 2013.
  [E229] Tang J H, Bian W, Yu N H, Zhang Y-J. "Intelligent processing techniques for semantic-based image and video retrieval (Editorial)." Neurocomputing, 119: 1-2, 2013.
  [E228] Bao-Di Liu, Yu-Xiong Wang, Shen B, Zhang Y-J, Wang Y L, Liu W F. "Self-explanatory Convex Sparse Representation for Image classification." Proceedings of International Conference on Systems, Man, and Cybernetics, 2120-2125, 2013.
  [E227] Bao-Di Liu, Yu-Xiong Wang, Zhang Y-J, Bin Shen. "Learning dictionary on manifolds for image classification." Pattern Recognition, 46(7): 1879-1890, 2013.
  [E226] You Q H Z, Zhang Y-J. "A new training principle for stacked denoising autoencoders." Proceedings of the 7th International Conference on Image and Graphics, 384-389, 2013.
  [E224] Wang Y X, Zhang Y-J. "Non-negative Matrix Factorization: A Comprehensive Review." IEEE Transactions on Knowledge and Data Engineering, 25(6): 1336-1353, 2013.

  2012
  [E219] Zheng Y, Zhang Y-J, Li X, Liu B D. "Action Recognition in Still Images Using A Combination of Human Pose and Context Information." Proceedings of the 19th International Conference on Image Processing, 785-788, 2012.
  [E217] Wang Y X, Gui L Y, Zhang Y-J. "Image Inpainting via Weighted Sparse Non-Negative Matrix Factorization." Proceedings of the 37th International Conference on Acoustics, Speech, and Signal Processing, 3389-3392, 2012.
  [E216] 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.
  [E215] 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.

  2011
  [E213] 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.
  [E211] 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.
  [E210] 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.
  [E209] Li X, Zhang Y-J, Liu B D. "Robust MovingCast Shadow Detection and Removal with Reliability Checking of the Color Property." Proceedings of the 6th International Conference on Image and Graphics, 440-445, 2011.
  [E206] 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.
  [E205] 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.
  [E204] Li S, Zhang Y-J. "Semi-supervised Classification of Emotional Pictures Based on Feature Combination." Proceedings of Multimedia on Mobile Device 2011, SPIE Vol.7881A, pp.78810X-1~78810X-8, 2011.
  [E203] Liu B D, Zhang Y-J. "SENSC Algorithm for Object and Scene Categorization." Proceedings of Multimedia on Mobile Device 2011, SPIE Vol.7881A, pp.78810R1-78810R-10, 2011.
  [E202] Zeng P P, Zhang Y-J. "Gender Classification Robust to Face Pose Variation and Partial Occlusion." Proceedings of Intelligent Robots and Computer Vision XXVIII: Algorithms and Techniques, SPIE Vol.7878, pp.78780O-1~78780O-11, 2011.
  [E201] Yu X N, Zhang Y-J. "A 2D Histogram Representation of Images for Pooling." Proceedings of Image Processing: Machine Vision Application, SPIE Vol.7877, pp.787706-1~787706-11, 2011.
  [E199] Zhu Y F, Zhang Y-J. "Multi-view Stereo Reconstruction via Voxels Clustering and Optimization of Parallel Volumetric Graph-cuts." Proceedings of Parallel Processing for Imaging Applications, SPIE Vol.7872, pp.78720S-1~78720S-11, 2011.
  [E198] Duan F, Zhang Y-J. "Parallel Impulse-noise Detection Algorithm Based on Ensemble Learning for Switching Median Filters." Proceedings of Parallel Processing for Imaging Applications, SPIE Vol.7872, pp.78720C-1~78720C-12, 2011.
  [E197] 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 Vol.7872, pp.78720A-1~78720A-8, 2011.
  [E194] 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.
  [E193] Zhang Y-J. "Face, Image, and Analysis." Advances in Face Image Analysis: Techniques and Technologies, IGI Global, Chapter 1 (1-15), 2011.

  2010
  [E190] 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.
  [E189] 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.
  [E188] 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.
  [E186] 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.
  [E185] 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.
  [E184] 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.

  2009
  [E182] Shen B, Zhang Y-J. "Foreground Segmentation via Sparse Representation." Proceedings of International Conference on Systems, Man, and Cybernetics, 3363-3367, 2009.
  [E181] 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.
  [E180] 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, 2009.
  [E179] Paulus C, Zhang Y-J. "Spatially Adaptive Subsampling for Motion Detection." Tsinghua Science and Technology, 14(4): 423-433, 2009.
  [E178] Shen B, Hu W, Zhang Y M, Zhang Y-J. "Image Inpainting via Sparse Representation." Proceedings of 34th International Conference on Acoustics, Speech, and Signal Processing, 697-700, 2009.
  [E177] Zhang Y-J. "Teaching and Learning Image Courses with Visual Forms." Encyclopedia of Distance Learning, 2nd Edition, 4: 2044-2049, 2009.
  [E176] 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.
  [E175] Zhang Y-J. "Image Classification and Retrieval with Mining Technologies." Handbook of Research on Text and Web Mining Technologies, Chapter VI (96-110), 2009.
  [E174] Zhang Y-J. "A Study of Image Engineering." Encyclopedia of Information Science and Technology, 2nd Edition, 3608-3615, 2009.
  [E173] Zhang Y-J. "Recent Progress in Image and Video Segmentation for CBVIR." Encyclopedia of Information Science and Technology, 2nd Edition, 3224-3228, 2009.
  [E172] Zhang Y-J. "An Overview of Semantic-Based Visual Information Retrieval." Encyclopedia of Information Science and Technology, 2nd Edition, 2978-2983, 2009.
  [E171] Zhang Y-J. "Organization of Home Video." Encyclopedia of Information Science and Technology, 2nd Edition, 2917-2922, 2009.
  [E170] Zhang Y-J. "Information Fusion of Multi-Sensor Images." Encyclopedia of Information Science and Technology, 2nd Edition, 1950-1956, 2009.
  [E169] Zhang Y-J. "Image Segmentation in the Last 40 Years." Encyclopedia of Information Science and Technology, 2nd Edition, 1818-1823, 2009.
  [E168] Zhang Y-J. "Image Segmentation Evaluation in This Century." Encyclopedia of Information Science and Technology, 2nd Edition, 1812-1817, 2009.
  [E167] Zhang Y-J. "Advanced Techniques for Object-Based Image Retrieval." Encyclopedia of Information Science and Technology, 2nd Edition, 59-64, 2009.

  2008
  [E164] Yan Y, Zhang Y-J. "1D Correlation Filter Based Class-Dependence Feature Analysis for Face Recognition." Pattern Recognition, 41(12): 3834-3841, 2008.
  [E163] 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.
  [E162] 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.
  [E161] 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.
  [E160] Yan Y, Zhang Y-J. "Discriminant Projection Embedding for Face and Palmprint Recognition." Neurocomputing, 71(16-18): 3534-3543, 2008.
  [E159] Yan Y, Zhang Y-J. "Tensor Correlation Filter Based Class-dependence Feature Analysis for Face Recognition." Neurocomputing, 71(16-18): 3434-3438, 2008.
  [E158] Yan Y, Zhang Y-J. "A Novel Class-dependence Feature Analysis Method for Face Recognition." Pattern Recognition Letters, 29(14): 1907-1914, 2008.
  [E157] Yan Y, Zhang Y-J. "State-of-the-Art on Video-based Face Recognition." Encyclopedia of Artificial Intelligence, 1455-1461, 2008
  [E154] Jia H X, Zhang Y-J. "Human Detection in Static Images." In: Pattern Recognition Technologies and Applications: Recent Advances. 227-243, 2008.
  [E153] 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, Chapter 12 (228-238), 2008.
  [E152] 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, 500-504, 2008.
  [E151] 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, 1020-1023, 2008.
  [E150] Chen W, Zhang Y-J. "Parametric model for video content analysis." Pattern Recognition Letters, 29(3): 181-191, 2008.
  [E149] 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.

  2007
  [E147] Zhang Y-J. "A Teaching Case for a Distance Learning Course: Teaching Digital Image Processing." Journal of Cases on Information Technology, 9(4): 31-40, 2007.
  [E146] Xu F, Zhang Y-J. "Integrated Patch Model: A Generative Model for Image Categorization Based on Feature Selection." Pattern Recognition Letters, 28(14): 1581-1591, 2007.
  [E145] 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 4th International Conference on Image and Graphics, 833-838, 2007.
  [E144] Jia H X, Zhang Y-J. "Fast Human Detection by Boosting Histograms of Oriented Gradients." Proceedings of 4th International Conference on Image and Graphics, 683-688, 2007.
  [E142] Li L, Zhang Y-J. "Non-negative Matrix-Set Factorization." Proceedings of 4th International Conference on Image and Graphics, 564-569, 2007.
  [E137] Liu W J, Zhang Y-J. "Real Time Object Tracking Using Fused Color and Edge Cues." Proceedings of 9th International Symposium on Signal Processing and Its Application, 2007.
  [E136] Xu F, Zhang Y-J. "A Novel Framework for Image Categorization and Automatic Annotation." In: Semantic-Based Visual Information Retrieval, Chapter 5 (90-111), 2007.
  [E135] Zhang Y-J. "Toward High-Level Visual Information Retrieval." In: Semantic-Based Visual Information Retrieval, Chapter 1 (1-21), 2007.

  2006
  [E132] 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.
  [E129] Tan H C, Zhang Y-J. "A Novel Weighted Hausdorff Distance for Face Localization." Image and Vision Computing, 24(7): 656-662, 2006.
  [E128] 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.
  [E127] Zhang Y-J. "A Summary of Recent Progresses for Segmentation Evaluation." In: Advances in Image and Video Segmentation, Chapter 20 (423-440), 2006.
  [E125] Zhang Y-J. "An Overview of Image and Video Segmentation in the Last 40 Years." In; Advances in Image and Video Segmentation, Chapter 1 (1-15), 2006.
  [E122] Tan H C, Zhang Y-J. "Detecting Eye Blink States by Tracking Iris and Eyelids." Pattern Recognition Letters, 27(6): 667-675, 2006.
  [E121] 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, 2 (Lecture Notes in Computer Science 3852), 663-672, 2006.
  [E120] Xu F, Zhang Y-J. "Feature Selection for Image Categorization." Proceedings of the Seventh Asian Conference on Computer Vision, 2 (Lecture Notes in Computer Science 3852), 653-662, 2006.
  [E119] Tan H C, Zhang Y-J. "Automatic Facial Expression Analysis." Encyclopedia of Human Computer Interaction, 60-67, 2006.
  [E118] Zhang Y-J. "Mining for Image Classification Based on Feature Elements." Encyclopedia of Data Warehousing and Mining, 1: 773-778, 2006.

  2005
  [E112] 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.
  [E111] Li R, Zhang Y-J. "Automated Image Registration Using Multi-resolution Based Hough Transform." SPIE-5960: 1363-1370, 2005.
  [E110] Xu F, Zhang Y-J. "Atmosphere-Based Image Classification Through Illumination and Hue." SPIE-5960: 596-603, 2005.
  [E109] Jiang F, Zhang Y-J. "Camera Attention Weighted Strategy for Video Shot Grouping." SPIE-5960: 428-436, 2005.
  [E108] Zhang Y-J. "Important Design Considerations for Online Web Courses in Distance Learning." Encyclopedia of Distance Learning>, 3: 1042-1047, 2005.
  [E107] Zhang Y-J. "Better Use of Digital Images in Teaching and Learning." Encyclopedia of Distance Learning>, 1: 152-158, 2005.
  [E106] Dai S Y, Zhang Y. "Unbalanced Region Matching Based on Two-Level Description for Image Retrieval." Pattern Recognition Letters, 26(5): 565-580, 2005.
  [E105] Jiang F, Zhang Y-J. "News Video Indexing and Abstraction by Specific Visual Cues: MSC and News Caption." Video Data Management and Information Retrieval, Chapter 11 (254-281), 2005.
  [E104] Zhang Y-J. "New Advancements in Image Segmentation for CBIR." Encyclopedia of Information Science and Technology, 2105-2109, 2005.
  [E103] Zhang Y-J. "Advanced Techniques for Object-Based Image Retrieval." Encyclopedia of Information Science and Technology>, 1: 68-73, 2005.

  2004
  [E102] 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.
  [E101] Zhang Y-J. "A Combined Structure Suitable for Web Courses." In: New Horizon in Web-based Learning, 189-195, 2004.
  [E100] Dai S Y, Zhang Y-J. "Adaboost in Region-Based Image Retrieval." Proceedings of 29th International Conference on Acoustics, Speech, and Signal Processing, 3: 429-432, 2004.
  [E99] Zhang Y-J. "On the Design and Application of an Online Web Course." Journal of Distance Education Technologies, 2(1): 31-41, 2004.
  [E98] Zhang Y-J, Gao Y Y, Luo Y. "Object-Based Techniques for Image Retrieval." In: Multimedia Systems and Content-based Image Retrieval, Chapter 7 (156-181), 2004.

  2003
  [E97] Tan H C,Zhang Y-J, Li R. "Robust Eye Extraction Using Deformable Template and Feature Tracking." Proceedings of the Fourth IEEE Pacific Rim Conference on Multimedia, 3: 1747-1751, 2003.
  [E96] Huang X Y, Zhang Y-J, Hu D. "Image Retrieval Based on Weighted Texture Features Using DCT Coefficients of JPEG." Proceedings of the Fourth IEEE Pacific Rim Conference on Multimedia, 3: 1571-1575, 2003.
  [E95] 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, 2003.
  [E94] 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, 2003.
  [E93] Xu Y, Zhang Y-J. "Semantic Retrieval Based on Feature Element Constructional Model and Bias Competition Mechanism." SPIE-5021: 77-88, 2003.

  2002
  [E92] 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.
  [E91] Zhang Y-J, Lu H B. "A Hierarchical Organization Scheme for Video Data." Pattern Recognition, 35(11): 2381-2387, 2002.
  [E90] Zhang Y-J. "Image Engineering and Related Publications." International Journal of Image and Graphics, 2(3): 441-452, 2002.
  [E89] 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 Graphics, 1083-1089, 2002.
  [E88] Zhang G C, Zhang Y-J, Cui S J, Feng H F. "The Generalized B¨¦zier Curve ¨C a B¨¦zier Curve." Proceedings of the Second International Conference on Image and Graphics, 963-968, 2002.
  [E87] 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, 806-810, 2002.
  [E85] 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, 141-145, 2002.
  [E84] 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.
  [E83] Yu T L, Zhang Y-J. "Summarizing Motion Contents of the Video Clip Using Moving Edge Overlaid Frame (MEOF)." SPIE-4676, 407-417, 2002.
  [E82] Xu Y, Zhang Y-J, "Feature Element Theory for Image Recognition and Retrieval." SPIE-4676, 126-137, 2002.
  [E81] Li Q, Zhang Y-J, Dai S. Y. "Image Search Engine with Selective Filtering and Feature Element Based Classification." SPIE-4672, 190-197, 2002.

  2001
  [E80] 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.
  [E79] 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.
  [E78] Zhang Y-J. "A Tele-teaching Practice Using 'Tsinghua WebSchool'." Proceedings of International Conference on Computer in Education'01, 173-176, 2001.
  [E77] 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.
  [E76] 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.
  [E75] Yu T L, Zhang Y-J. "Retrieval of Video Clips Using Global Motion Information." IEE Electronics Letters, 37(14): 893-895, 2001.
  [E74] Gao Y Y, Zhang Y-J, Yu F. "Self-adaptive Relevance Feedback Based on Multi-level Image Content Analysis." SPIE-4315, 449-459, 2001.
  [E73] Xu Y, Zhang Y-J. "Image Retrieval Framework Driven by Association Feedback with Feature Element Evaluation Built in." SPIE-4315, 118-129, 2001.
  [E72] Zhang Y-J, Chen T, Li J. "Embedding Watermarks into Both DC and AC Components of DCT." SPIE-4314, 424-435, 2001.
  [E71] Yu T L, Zhang Y-J. "Motion Feature Extraction for Content-based Video Sequence Retrieval." SPIE-4311, 378-388, 2001.
  [E70] 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.

  2000
  [E69] 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.
  [E67] 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.
  [E66] 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.
  [E61] Zhang Y-J, Luo H T. "Optimal selection of segmentation algorithms based on performance evaluation. Optical Engineering, 39(6): 1450-1456, 2000.
  [E60] 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.
  [E59] Jia B, Zhang Y-J, Lin X G. "Stereo Matching Using Both Orthogonal and Multiple Image Pairs." Proceedings of 25th International Conference on Acoustics, Speech, and Signal Processing, 4: 2139-2142, 2000.
  [E58] Gao Y Y, Zhang Y-J. "Object Classification Using Mixed Color Feature." Proceedings of 25th International Conference on Acoustics, Speech, and Signal Processing, 4: 2003-2006, 2000.

  1999
  [E56] 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.
  [E55] Xue J H, Zhang Y-J, Lin X G. "Rayleigh-Distribution Based Minimum Error Thresholding for SAR Images." Journal of Electronics, 16(4): 336-342, 1999.
  [E54] Zhang Y-J, Xu Y. "Effect Investigation of the CAI Software for 'Image Processing and Analysis'." Proceeding of International Conference on Computer in Education¡¯99, 858-859, 1999.
  [E53] Zhang Y-J, Li Q, Ge J H. "A Computer Assisted Instruction Courseware for 'Image Processing and Analysis." Proceeding of International Conference on Computer in Education¡¯99, 371-374, 1999.
  [E52] Yao Y R, Zhang Y-J. "Shape-Based Image Retrieval Using Wavelets and Moments." Proceeding of Workshop on Very Low Bitrate Video¡¯99, 71-74, 1999.
  [E51] Zhang Y-J, Lu H B. "Hierarchical Video Organization Based on Compact Representation of Video Units." Proceeding of Workshop on Very Low Bitrate Video¡¯99, 67-70, 1999.
  [E50] Wu G H, Zhang Y-J, Lin X G. "Wavelet Transform-based Texture Classification Using Feature Weighting." Proceeding of International Conference on Image Processing, 4: 435-439, 1999.
  [E49] Lu H B, Zhang Y-J, Yao Y R. "Robust Gradual Scene Change Detection." Proceeding of International Conference on Image Processing, 2: 304-308, 1999.
  [E46] Zhang Y-J. "Two New Concepts for N16 Space." IEEE Signal Processing Letters, .6(9): 221-223, 1999.
  [E45] Lu H B, Zhang Y-J. "Detecting Abrupt Scene Change Using Neural Network." Visual Information and Information Systems, 291-298, 1999.
  [E44] Luo H T, Zhang Y-J. "Evaluation Based Segmentation Algorithm Optimization: Idea and System." Journal of Electronics, 16(2): 109-116, 1999.

  1998
  [E43] 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.
  [E42] Zhang Y-J. "Framework and Experiments for Image Segmentation Characterization." Chinese Journal of Electronics, 7(4): 387-391, 1998.
  [E41] Zhang Y-J, Liu Z W, Yao Y R. "Distance Learning and Content-based Image Retrieval." Proc. of ICCE'98, 2: 429-433, 1998.
  [E40] Xue J H, Zhang Y-J, Lin X G. "Threshold Selection Using Cross-entropy and Fuzzy Divergence." SPIE-3561, 152-162, 1998.
  [E39] 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." Proceeding of the International Workshop on Image, Speech, Signal Processing and Robotics, 1: 169-173, 1998.
  [E38] Zhang Y-J, Yao Y R, He Y. "Color Image Segmentation Based on HSI Model." High Technology Letters, 4(1): 28-31, 1998.
  [E37] Zhang Y-J, Liu Z W, He Y. "Comparison and Improvement of Color-based Image Retrieval Techniques. SPIE-3312, 371-382, 1998.

  1997
  [E33] Zhang Y-J, Liu Z W. "Content-based Image Query and Telemedicine Services." Proceedings of the First Euro-Chinese Conference on Information Society, 609-619, 1997.
  [E32] Zhang Y-J. "Evaluation and Comparison of Different Segmentation Algorithms." Pattern Recognition Letters, 18, 963-974, 1997.
  [E31] Zhang Y-J. "Objective Image Quality Measures and Their Applications in Segmentation Evaluation." Journal of Electronics, 14, 97-103, 1997.
  [E30] Zhang Y-J, Yao Y R, He Y. "Automatic Face Segmentation Using Color Cues for Coding Typical Videophone Scenes." SPIE-3024, 468-479, 1997.

  1996
  [E27] Zhang Y-J. "Image Engineering and Bibliography in China." Technical Digest of International Symposium on Information Science and Technology, 158-160, 1996.
 [E26] Zhang Y-J. "A Survey on Evaluation Methods for Image Segmentation." Pattern Recognition, 29, 1335-1346, 1996.

  1995
  [E24] Zhang Y-J. "Influence of Segmentation over Feature Measurement." Pattern Recognition Letters, 16, 201-206, 1995.

  1994
  [E22] Zhang Y-J, Gerbrands J J. "Objective and Quantitative Segmentation Evaluation and Comparison." Signal Processing, 39, 43-54, 1994.

  1993
  [E21] Zhang Y-J. "Quantitative Study of 3-D Gradient Operators." Image and Vision Computing, 11, 611-622, 1993.
  [E20] Zhang Y-J. "Segmentation Evaluation and Comparison: A Study of Various Algorithms." SPIE-2094, 801-812, 1993.
  [E19] 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.
  [E18] Zhang Y-J. "Comparison of Segmentation Evaluation Criteria." Proceedings of the Second International Conference on Signal Processing, 1, 870-873, 1993.
  [E17] Zhang Y-J. "Image Synthesis and Segmentation Comparison." Proceedings of the Third International Conference for Young Computer Scientists, 8.24-8.27, 1993.
  [E16] Zhang Y-J, Gerbrands J J. "Threshold Selection Based on Transition Region Determination." In: Visual Search II, Chapter 11 (161-169), 1993.

  1992
  [E14] 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.
  [E13] Zhang Y-J, Gerbrands J J. "On the Design of Test Images for Segmentation Evaluation." Signal Processing VI, Theories and Applications, Proceedings of EUSIPCO-92, 1, 551-554, 1992.
  [E12] 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.
  [E11] Zhang Y-J, Gerbrands J J. "Segmentation Evaluation Using Ultimate Measurement Accuracy." SPIE-1657, 449-460, 1992.
  [E9] Zhang Y-J. "Improving the Accuracy of Direct Histogram Specification." IEE Electronics Letters, 28, 213-214, 1992.

  1991
  [E8] Zhang Y-J. "Analytical Comparison of Differential Edge Detectors in 3-D Space." Digital Signal Processing-91, 311-316, 1991.
  [E7] Zhang Y-J. "3-D Image Analysis System and Megakaryocyte Quantitation." CYTOMETRY, 12(4), 308-315, 1991.
  [E6] Zhang Y-J, Gerbrands J J. "Transition Region Determination Based Thresholding." Pattern Recognition Letters, 12, 13-23, 1991.

  1990
  [E5] Zhang Y-J, Gerbrands J J, Back E. "Thresholding Three-dimensional Image." SPIE-1258-1269, 1990.
  [E4] Zhang Y-J. "Automatic Correspondence Finding in Deformed Serial Sections," In: Scientific Computing and Automation (Europe) 1990, Chapter 5 (39-54), 1990.

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