Publications

Book Chapters

  1. Lei Zhang and Wei-Ying Ma, “Image Retrieval”, Chapter 13 in Multimedia Image and Video Processing (2nd edition), Edited by Ling Guan, Yifeng He, and Sun-Yuan Kung, CRC Press, 2011
  2. Xiao Zhang, Gang Hua, and Lei Zhang, "On Efficient Near Duplicate Web Video Retrieval", invited Book Chapter, in Internet Multimedia Search and Mining, e-Book, Edited by Xian-Sheng Hua, Marcel Worring, and Tat-Seng Chua, Bentham Science Publishers, 2010.
  3. Xiao Zhang, Zhiwei Li, and Lei Zhang, “Efficient Indexing for Large Scale Visual Search”, invited Book Chapter, in Internet Multimedia Search and Mining, e-Book, Edited by Xian-Sheng Hua, Marcel Worring, and Tat-Seng Chua, Bentham Science Publishers, 2010.
  4. Xin-Jing Wang, Lei Zhang, Relevance Feedback for Content-Based Information Retrieval, to appear in Encyclopedia of Database Systems, edited by M. Tamer Özsu and Ling Liu, Springer- -Verlag, 2009.
  5. Xin-Jing Wang, Lei Zhang, Annotation-Based Image Retrieval, to appear in Encyclopedia of Database Systems, edited by M. Tamer Özsu and Ling Liu, Springer- -Verlag, 2009.
  6. Xin-Jing Wang, Lei Zhang, Xirong Li, and Wei-Ying Ma, Annotating Images by Mining Image Search Results, Book Chapter, to appear in Semantic Mining Technologies for Multimedia Databases, edited by D. Tao, D. Xu, and X. Li. Idea Group Inc. 2008.

Journal Papers 

  1. Lei Zhang, Yong Rui, Image Search from Thousands to Billions in 20 Years, ACM TOMCCAP 2013, Special Issue on the 20th anniversary of the ACM MM conference.
  2. Pengfei Xu, Lei Zhang, Kuiyuan Yang, Hongxun Yao, Nested-SIFT for Efficient Image Matching and Retrieval, IEEE Multimedia 2013, Special Issue on Web-Scale Near-Duplicate Search: Techniques and Applications.
  3. Xin-Jing Wang, Lei Zhang, Wei-Ying Ma, Duplicate Search-based Image Annotation Using Web-scale DataProceedings of the IEEE, 2012
  4. Xiao Zhang*, Lei Zhang, Xin-Jing Wang, Heung-Yeung Shum, Finding Celebrities in Billions of Web Images, accepted by IEEE Transaction on Multimedia, 2012
  5. Xudong Tu, Xin-Jing Wang, Dan Feng, Lei Zhang, Analogical Reasoning for Answer Ranking in Social Question Answering, IEEE Intelligent Systems, 2010
  6. Yijuan Lu, Lei Zhang, Jiemin Liu, and Qi Tian, Constructing Lexica of High-Level Concepts with Small Semantic Gap, IEEE Transaction on Multimedia, pp. 288-299, Vol. 12, No. 4, June, 2010
  7. Xin-Jing Wang, Lei Zhang, Xirong Li, Wei-Ying Ma, Annotating Images by Mining Image Search Results, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2008
  8. En Cheng, Feng Jing, Lei Zhang, A Unified Relevance Feedback Framework for Web Image Retrieval, IEEE Image Processing (TIP), 2009
  9. Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang. Scalable Search-based Image Annotation, Multimedia Systems, June 14, 2008. ISSN: 0942-4962 (Print) 1432-1882 (Online)
  10. Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang and Thomas Huang, Reconstruction and Recognition of Tensor-based Objects with Concurrent Subspaces Analysis, IEEE Trans. on Circuits Systems for Video Technology (T-CSVT), pp. 36-47, Jan. 2008.
  11. Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang and Hong-Jiang Zhang, Multilinear Discriminant Analysis for Face Recognition, IEEE Trans. on Image Processing (T-IP), pp. 212-220, Jan. 2007.
  12. Dong Xu, Shuicheng Yan, Dacheng Tao, Lei Zhang, Xuelong Li and Hong-Jiang Zhang, Human Gait Recognition with Matrix Representation, IEEE Trans. on Circuits Systems for Video Technology (T-CSVT), pp. 896-903, Jul. 2006.
  13. Xuezheng Liu, Lei Zhang, Mingjing Li, Hongjiang Zhang, Dingxing Wang, Boosting Image Classification with LDA-based Feature Combination for Digital Photograph Management, Pattern Recognition, Special Issue on Image Understanding for Digital Photos, 2004
  14. Dalong Jiang, Yuxiao Hu, Shuicheng Yan, Lei Zhang, Hongjiang Zhang, Wen Gao, Efficient 3D Reconstruction for Face Recognition, Pattern Recognition, Special Issue on Image Understanding for Digital Photos, 2004
  15. Longbin Chen, Baogang Hu, Lei Zhang, Mingjing Li, Hongjiang Zhang, Face annotation for family photo album management, International Journal of Image and Graphics (IJIG), Special Issue on Multimedia Data Storage and Management, Vol.3(1),2003

Conference Papers 

2013

  1. Xinghai Sun, Changhu Wang, Chao Xu, Lei Zhang. Indexing Billions of Images for Sketch-based Retrieval. Accepted by ACM Multimedia 2013.
  2. Xinghai Sun, Changhu Wang, Avneesh Sud, Chao Xu, Lei Zhang. MagicBrush: Image Search by Color Sketch (Demo). Accepted by ACM Multimedia 2013.
  3. Qiang Hao, Rui Cai, Zhiwei Li, and Lei Zhang, Yanwei Pang, Feng Wu. Efficient 2D-to-3D Correspondence Filtering for Scalable 3D Object Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
  4. Xiaoshuai Sun, Xin-Jing Wang, Hongxun Yao, Lei Zhang. Exploring Implicit Image Statistics for Visual Representativeness Modeling, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.

2012

  1. Zhenbang Sun, Changhu Wang, Liqing Zhang, Lei Zhang, Query-Adaptive Shape Topic Mining for Hand-Drawn Sketch Recognition, ACM Multimedia, Nara, Japan, October 2012.
  2. Xin-Jing Wang, Zheng Xu, Lei Zhang, Ce Liu, Yong Rui, Towards Indexing Representative Images On The Web, ACM Multimedia, Nara, Japan, October 2012.
  3. Zhenbang Sun, Changhu Wang, Liqing Zhang, Lei Zhang, Sketch2Tag: Automatic Hand-Drawn Sketch Recognition (demo), ACM Multimedia, Nara, Japan, October 2012.
  4. Xianbiao Qi, Rong Xiao, Lei Zhang, Jun Guo, A fast flower/leaf recognition system (demo), ACM Multimedia, Nara, Japan, October 2012.
  5. Zhenbang Sun, Changhu Wang, Liqing Zhang, Lei Zhang, Knowledge-Oriented Sketch Segmentation, European Conference on Computer Vision (ECCV), Florence, Italy, October 2012.
  6. Xianbiao Qi, Rong Xiao, Jun Guo, Lei Zhang, Pairwise Rotation Invariant Co-occurrence Local Binary Pattern, European Conference on Computer Vision (ECCV), Florence, Italy, October 2012.
  7. Xiao Zhang*, Lei Zhang, Heung-Yeung Shum, QsRank: Query-sensitive Hash Code Ranking for Efficient e-neighbor Search, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, USA, June 2012
  8. Qiang Hao*, Rui Cai, Zhiwei Li, Lei Zhang, Yanwei Pang, Feng Wu, 3D Visual Phrases for Landmark Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, USA, June 2012
  9. Xianming Liu*, Changhu Wang, Hongxun Yao, Lei Zhang, The Scale of Edges, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, USA, June 2012

2011

  1. Wenbin Tang, Rui Cai, Zhiwei Li, Lei Zhang, Contextual Synonym Dictionary for Visual Object Retrieval, ACM Multimedia, Scottsdale, Arizona, USA, November 2011
  2. Kuiyuan Yang, Lei Zhang, Meng Wang, Zhang Hong-Jiang, Semantic Point Detector (short paper), ACM Multimedia, Scottsdale, Arizona, USA, November 2011
  3. Rui Zhang, Ling Guan, Lei Zhang, Xin-Jing Wang, Multi-Feature pLSA for Combining Visual Features in Image Annotation, ACM Multimedia, Scottsdale, Arizona, USA, November 2011
  4. Changhu Wang, Jun Zhang, Bruce Yang, Lei Zhang, Sketch2Cartoon: Composing Cartoon Images by Sketching (demo), ACM Multimedia, Scottsdale, Arizona, USA, November 2011
  5. Qiang Hao, Rui Cai, Yanwei Pang, Lei Zhang, From One Tree to a Forest: a Unified Solution for Structured Web Data Extraction, ACM SIGIR, Beijing, China, July 2011
  6. Linkai Wen, Zhiwei Li, Rui Cai, and Lei Zhang, Query by Document via a Decomposition-Based Two-Level Retrieval Approach, ACM SIGIR, Beijing, China, July 2011
  7. Bing Li, Rong Xiao, Zhiwei Li, Rui Cai, Bao-Liang Lu, Lei Zhang, Rank-SIFT: Learning to Rank Repeatable Local Interest Points, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, June 2011
  8. Yang Cao, Changhu Wang, Liqing Zhang, Lei Zhang, Edgel Index for Large-Scale Sketch-based Image Search, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, June 2011
  9. Xinchao Wang, Zhu Li, Lei Zhang, Junsong Yuan, Grassmann Hashing for Approximate Nearest Neighbor Search in High Dimensional Space, IEEE International Conference on Multimedia and Expo (ICME), Barcelona, Spain, July 2011

2010

  1. Teng Qin, Rong Xiao, Lei Fang, Xing Xie, Lei Zhang, An Efficient Location Extraction Algorithm by Leveraging Web Contextual Information, ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, San Jose, November 2010
  2. Xin Lu, Changhu Wang, Jiang-Ming Yang, Yanwei Pang, Lei Zhang, Photo2Trip: Generating Travel Routes from Geo-Tagged Photos for Trip Planning, ACM Multimedia, Florence, Italy, October 2010
  3. Yang Cao, Hai Wang, Changhu Wang, Zhiwei Li, Liqing Zhang, Lei Zhang. MindFinder: Interactive Sketch-based Image Search on Millions of Images (Demo). ACM Multimedia Florence, Italy, October 2010. (Best Demo Award)
  4. Huagang Yin, Xin Lu, Changhu Wang, Nenghai Yu, Lei Zhang. Photo2Trip: An Interactive Trip Planning System based on Geo-Tagged Photos (Demo). ACM Multimedia Florence, Italy, October 2010.
  5. Xiao-Chen Lian, Zhiwei Li, Changhu Wang, Bao-liang Lu, Lei Zhang, Probabilistic Models for Supervised Dictionary Learning, in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, June 2010.
  6. Xin-Jing Wang, Lei Zhang, Ming Liu, Yi Li, Wei-Ying Ma, ARISTA - Image Search to Annotation on Billions of Web Photos, in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, June 2010.
  7. Xiao Zhang, Gang Hua, Lei Zhang, Heung-Yeung Shum, Interest Seam Image, in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, June 2010.
  8. Yang Cao, Changhu Wang, Zhiwei Li, Liqing Zhang, Lei Zhang, Spatial-Bag-of-Features, in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, June 2010.
  9. Xiao-Chen Lian, Zhiwei Li, Bao-Liang Lv, and Lei Zhang, Max-Margin Dictionary Learning for Multi-Class Image Categorization, in Proc. European Conference on Computer Vision (ECCV), Crete, Greece, September 2010.
  10. Qiang Hao, Rui Cai, Changhu Wang, Rong Xiao, Jiang-Ming Yang, Yanwei Pang, Lei Zhang, Equip Tourists with Knowledge Mined from Travelogues, In Proc. The International World Wide Web Conference (WWW), Conference, Raleigh, USA, April 2010
  11. Changhu Wang, Zhiwei Li, Lei Zhang. MindFinder: Image Search by Interactive Sketching and Tagging (Demo). WWW 2010.
  12. Yuheng Ren, Mo Yu, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma. Diversifying Landmark Image Search Results by Learning Interested Views from Community Photos (Demo), WWW 2010.
  13. Tao Lei, Rui Cai, Jiang-Ming Yang, Yan Ke, Lei Zhang, Xiaodong Fan, and Wei-Ying Ma, A Pattern Tree-based Approach to Learning URL Normalization Rules, In Proc. The International World Wide Web Conference (WWW), Conference, Raleigh, USA, April 2010

2009

  1. Qiang Hao, Rui Cai, Xin-Jing Wang, Jiang-Ming Yang, Yanwei Pang, and Lei Zhang. Generating Location Overviews with Images and Tags by Mining User-Generated Travelogues. In Proc. ACM Multimedia, Beijing, China, October 2009. (Short paper)
  2. Qiang Hao, Rui Cai, Jiang-Ming Yang, Rong Xiao, Like Liu, Shuo Wang, and Lei Zhang. TravelScope: Standing on the Shoulders of Dedicated Travelers. In Proc. ACM Multimedia, Beijing, China, October 2009. (Demo paper)
  3. Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma. Intelligent Advertising Made Possible from Users’ Photos. In ACM Multimedia, Beijing, China, October 2009. (Demo paper)
  4. Xiao Zhang, Zhiwei Li, Lei Zhang, Wei-Ying Ma, and Heung-Yeung Shum, Efficient Indexing for Large Scale Visual Search, in Proc. Internal Conference on Computer Vision (ICCV), Kyoto, Japan, September 2009
  5. Chen Lin, Jiang-Ming Yang, Rui Cai, Xin-Jing Wang, Wei Wang, and Lei Zhang, Simultaneously Modeling Semantics and Structure of Threaded Discussions: A Sparse Coding Approach. In Proc. of SIGIR 2009 Conference, Boston, US, July 2009
  6. Xin-Jing Wang, Xudong Tu, Dan Feng, Lei Zhang, Ranking Community Answers by Modeling Question-Answer Relationships via Analogical Reasoning, In Proc. of SIGIR Conference (SIGIR), Boston, US, July 2009
  7. Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma. Advertising Based on Users' Photos, in Proc. the 1st Internet Conference on Multimedia & Expo (ICME) Workshop on Internet Multimedia Search and Mining (IMSM), New York, June 2009. [Invited Paper]
  8. Jiang-Ming Yang, Rui Cai, Chunsong Wang, Hua Huang, Lei Zhang, and Wei-Ying Ma, Incorporating Site-Level Knowledge for Incremental Crawling of Web Forums: A List-wise Strategy. In Proc. the 15th ACM Conference on Knowledge Discovery and Data Mining (SIGKDD ), Paris, France, June 2009
  9. Xiaolin Shi, Jun Zhu, Rui Cai, and Lei Zhang. User Grouping Behavior in Online Forums. in Proc. the 15th ACM Conference on Knowledge Discovery and Data Mining (SIGKDD ), Paris, France, June 2009
  10. Xin-Jing Wang, Mo Yu, Lei Zhang, Rui Cai, Wei-Ying Ma. Argo: Intelligent Advertising by Mining a User's Interest from His Photo Collections, In Proc. of the 3rd Annual International Workshop on Data Mining and Audience Intelligence for Advertising (ADKDD), in conjunction with SIGKDD, Paris, France, June 2009.
  11. Jiang-Ming Yang, Rui Cai, Yida Wang, Jun Zhu, Lei Zhang, and Wei-Ying Ma, Incorporating Site-Level Knowledge to Extract Structured Data from Web Forums. In Proc. The International World Wide Web Conference (WWW), Conference, Madrid, Spain, April 2009
  12. Michael Seltzer, Lei Zhang, The Data Deluge: Challenges and Opportunities of Unlimited Data in Statistical Signal Processing, In Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, April, 2009

2008

  1. Zhiwei Li, Lei Zhang, Wei-Ying Ma, Delivering Online Advertisements Inside Images, ACM Multimedia, Vancouver, Canada, October 2008
  2. Changhu Wang, Lei Zhang, Hong-Jiang Zhang. Multiple-Instance Learning for Object-based Image Retrieval, ACM International Conference on Multimedia Information Retrieval (MIR), Vancouver, Canada, October 2008
  3. Jiang-Ming Yang, Rui Cai, Feng Jing, Shuo Wang, Lei Zhang, Wei-Ying Ma, Search-based Query Suggestion, ACM Conference on Information and Knowledge Management (CIKM), Napa, USA, October 2008
  4. Changhu Wang, Lei Zhang, Hong-Jiang Zhang, Learning to Reduce the Semantic Gap in Web Image Retrieval and Annotation, The 31st Annual International ACM SIGIR Conference (SIGIR), Singapore, July 2008
  5. Yida Wang, Jiang-Ming Yang, Wei Lai, Rui Cai, Lei Zhang, Wei-Ying Ma, Exploring Traversal Strategy for Efficient Web Forum Crawling, The 31st Annual International ACM SIGIR Conference (SIGIR), Singapore, July 2008
  6. Changhu Wang, Lei Zhang, Hong-Jiang Zhang, Scalable Markov Model-Based Image Annotation, in Proc. International Conference on Image and Video Retrieval (CIVR), Niagara Falls, Canada, July 2008
  7. Yijuan Lu, Lei Zhang, Qi Tian, Wei-Ying Ma, What Are the High-Level Concepts with Small Semantic Gaps? in Proc. International Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, USA, June, 2007
  8. Rui Cai, Jiang-Ming Yang, Wei Lai, Yida Wang, Lei Zhang, iRobot: An Intelligent Crawler for Web Forums, The 17th International World Wide Web Conference (WWW), Beijing, China, April, 2008
  9. Zhiwei Li, Shuming Shi and Lei Zhang, Improving Relevance Judgment of Web Search Results with Image Excerpts, The 17th International World Wide Web Conference (WWW), Beijing, China, April, 2008

2007

  1. Rui Cai, Chao Zhang, Lei Zhang, Wei-Ying Ma, Scalable Music Recommendation by Search, in Proc. ACM Multimedia, Augsburg, Germany, September, 2007
  2. Rui Cai, Chao Zhang, Chong Wang, Lei Zhang, and Wei-Ying Ma, MusicSense: Contextual Music Recommendation using Emotional Allocation Modeling, in Proc. ACM Multimedia, Augsburg, Germany, September, 2007
  3. Xirong Li, Xin-Jing Wang, Changhu Wang, Lei Zhang, SBIA: Search-based Image Annotation by Leveraging Web-Scale Images (Demo), in Proc. ACM Multimedia, Augsburg, Germany, September, 2007
  4. Zhi-Kun Wang, Rui Cai, Lei Zhang, Yu Zheng, Jianmin Li, Retrieving Web Images to Enrich Music Representation, in Proc. IEEE International Conference on Multimedia & Expo (ICME), Beijing, China, July, 2007
  5. Zhiwei Li, Xing Xie, Lei Zhang, and Wei-Ying Ma, Searching One Billion Web Images by Content: Challenges and Opportunities, In Proc. International Workshop on Multimedia Content Analysis and Mining (MCAM), Weihai, China, July, 2007
  6. Changhu Wang, Feng Jing, Lei Zhang, and Hong-Jiang Zhang, Content-Based Image Annotation Refinement, in Proc. International Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, USA, June, 2007
  7. Shuo Wang, Feng Jing, Jibo He, Qixing Du, Lei Zhang, IGroup: Presenting Web Image Search Results in Semantic Clusters, in Proc. ACM SIG CHI, San Jose, USA, April, 2007
  8. En Cheng, Feng Jing, Chao Zhang, Lei Zhang, Search result clustering based relevance feedback for web image retrieval, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, USA, April, 2007
  9. Rui Cai, Lei Zhang, Feng Jing, Wei Lai, Wei-Ying Ma, Automated music video generation using web image resource, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, USA, April, 2007

2006

  1. Le Chen, Lei Zhang, Feng Jing, Kefeng Deng, Wei-Ying Ma, Ranking Web Objects from Multiple Communities, in Proc. ACM Conference on Information and Knowledge Management (CIKM), Arlington, USA, November, 2006
  2. Li Zhuang, Feng Jing, Xiao-yan Zhu, Lei Zhang, Movie Review Mining and Summarization, in Proc. ACM Conference on Information and Knowledge Management (CIKM), Arlington, USA, November, 2006
  3. Lei Zhang, Le Chen, Feng Jing, Defeng Deng, Wei-Ying Ma, EnjoyPhoto: A Vertical Image Search Engine for Enjoying High-Quality Photos, in Proc. ACM Multimedia, Santa Barbara, USA, October, 2006
  4. Feng Jing, Changhu Wang, Yuhuan Yao, Kefeng Deng, Lei Zhang, Wei-Ying Ma, IGroup: Web Image Search Results Clustering, in Proc. ACM Multimedia, Santa Barbara, USA, October, 2006
  5. Feng Jing, Lei Zhang, Wei-Ying Ma, VirtualTour: An Online Travel Assistant Based on High Quality Images, in Proc. ACM Multimedia, Santa Barbara, USA, October, 2006
  6. Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang, Image Annotation Refinement using Random Walk with Restarts, in Proc. ACM Multimedia, Santa Barbara, USA, October, 2006
  7. Xirong Li, Le Chen, Lei Zhang, Fuzong Lin, Wei-Ying Ma, Image Annotation by Large-Scale Content-based Image Retrieval, in Proc. ACM Multimedia, Santa Barbara, USA, October, 2006
  8. En Cheng, Feng Jing, Lei Zhang, Hai Jin, Scalable Relevance Feedback Using Click-Through Data for Web Image Retrieval, in Proc. ACM Multimedia, Santa Barbara, USA, October, 2006
  9. Feng Jing, Changhu Wang, Yuhuan Yao, Kefeng Deng, Lei Zhang, Wei-Ying Ma, IGroup: A Web Image Search Engine with Semantic Clustering of Search Results (demo), in Proc. ACM Multimedia, Santa Barbara, USA, October, 2006
  10. Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang, Scalable Search-Based Image Annotation of Personal Images, in Proc. ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR), 2006
  11. Xinjing Wang, Lei Zhang, Feng Jing, Wei-Ying Ma, AnnoSearch: Image Auto-Annotation by Search, in Proc. International Conference on Computer Vision and Pattern Recognition (CVPR), New York, USA, June, 2006
  12. Xinjing Wang, Lei Zhang, Feng Jing, Wei-Ying Ma, Image Annotation Using Search and Mining Technologies, in Proc. The 15th International World Wide Web Conference (WWW), Edinburgh, Scotland, May, 2006 (Best Poster Award)

2005

  1. Feng Xu, Lei Zhang, Yujin Zhang, Wei-Ying Ma, Salient Feature Selection for Visual Concept Learning, in Proc. The 6th IEEE Pacific-Rim Conference On Multimedia (PCM), Jeju, Korea, 2005
  2. Xinjing Wang, Wei-Ying Ma, Lei Zhang, Xing Li, Iteratively Clustering Web Images Based on Link and Attribute Reinforcement, in Proc. ACM Multimedia, Singapore, November, 2005
  3. Ying Liu, Tao Qin, Tie-Yan Liu, Lei Zhang, and Wei-Ying Ma, Similarity Space Projection for Web Image Search and Annotation, in Proc. The 7th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR), Singapore, November, 2005
  4. Xin-Jing Wang, Wei-Ying Ma, Lei Zhang, and Xing Li, Multi-Graph Enabled Active Learning for Multimodal Web Image Retrieval, in Proc.The 7th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR), Singapore, November, 2005
  5. Yanwei Pang, Lei Zhang, Zhengkai Liu, Nenghai Yu, Houqiang Li, Neighborhood Preserving Projections (NPP): A Novel Linear Dimension Reduction Method, in Proc. International Conference on Intelligent Computing, Hefei, China, August, 2005
  6. Mingju Zhang, Lei Zhang, Yanfeng Sun, Lin Feng, Wei-Ying Ma, Auto Cropping for Digital Photographs, in Proc. IEEE International Conference on Multimedia & Expo (ICME), Amsterdam, The Netherland, July, 2005
  7. Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang and Hongjiang Zhang, Discriminant Analysis with Tensor Representation, in Proc. International Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, USA, June, 2005
  8. Shuicheng Yan, Dong Xu, Lei Zhang, Benyu Zhang and Hongjiang Zhang, Coupled Kernel-based Subspace Learning, in Proc. International Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, USA, June, 2005
  9. Dong Xu, Shuicheng Yan, Lei Zhang, Xiaoou Tang, Hongjiang Zhang, and Zhenkai Liu, Concurrent Subspaces Analysis, in Proc. International Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, USA, June, 2005
  10. Dong Xu, Shuicheng Yan, Lei Zhang, Mingjing Li, Weiying Ma, Zhengkai Liu and Hongjiang Zhang, Parallel Image Matrix Compression for Face Recognition, in Proc. The 7th International Multimedia Modelling Conference, Melbourne, Australia, 2005

2004

  1. Yanwei Pang, Lei Zhang, Mingjing Li, Zhengkai Liu, Weiying Ma, A Novel Gabor-LDA Based Face Recognition Method, in Proc. The 5th IEEE Pacific-Rim Conference On Multimedia (PCM), Tokyo, 2004
  2. Lei Zhang, Yuxiao Hu, Mingjing Li, Weiying Ma, Hongjiang Zhang, Efficient Propagation for Face Annotation in Family Albums, in Proc. ACM Multimedia, New York, US, 2004
  3. Lei Zhang, Yanfeng Sun, Mingjing Li, Hongjiang Zhang, Automated red-eye detection and correction in digital photographs, in Proc. IEEE International Conference on Image Processing (ICIP). Singapore, October 24-27, 2004
  4. Longbin Chen, Lei Zhang, Hongjiang Zhang, and Mohamed Abdel-Mottaleb, 3D Shape Constraint Facial Feature Localization Using Probabilistic-like Output, in Proc. 6th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Seoul, Korea, 2004
  5. Yuxiao Hu, Dalong Jiang, Shuicheng Yan, Lei Zhang, Hongjiang Zhang, Automatic 3D Reconstruction for Face Recognition, in Proc. 6th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Seoul, Korea, 2004
  6. Rong Xiao, Lei Zhang, and Hong-Jiang Zhang, Feature selection on combinations for efficient learning from images, in Proc. of Asian Conference on Computer Vision (ACCV), Jeju Island, Korea, 2004.
  7. Longbin Chen, Lei Zhang, Long Zhu, Mingjing Li and Hongjiang Zhang, A Novel Facial Feature Point Localization algorithm using Probabilistic-like output, in Proc. Asian Conference on Computer Vision (ACCV), Jeju Island, Korea, 2004

2003

  1. Lei Zhang, Longbin Chen, Mingjing Li, Hongjiang Zhang, Bayesian face annotation in family albums (demo), in Proc. International Conference on Computer Vision (ICCV), Nice, France, 2003.
  2. Longbin Chen, Lei Zhang, Yuxiao Hu, Mingjing Li, Hongjiang Zhang, Head Pose Estimation using Fisher Manifold Learning, in Proc. IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG), in conjunction with ICCV, Nice, France, 2003
  3. Lei Zhang, Longbin Chen, Mingjing Li, Hongjiang Zhang, Automated annotation of human faces in family albums, in Proc. ACM Multimedia, Berkeley, CA USA, 2003.
  4. Feng Jing, Mingjing Li, Lei Zhang, Hongjiang Zhang, Bo Zhang, Learning in Region-Based Image Retrieval, Proc. International Conference on Image and Video Retrieval (CIVR), 2003
  5. Lei Zhang, Fang Qian, Mingjing Li, Hongjiang Zhang, An efficient memorization scheme for relevance feedback in image retrieval. IEEE International Conference on Multimedia & Expo (ICME), 2003.

2002

  1. Yanfeng Sun, Hongjiang Zhang, Lei Zhang, Mingjing Li, MyPhotos – A System for Home Photo Management and Processing, in Proc. ACM multimedia, demo, 2002
  2. Lei Zhang, Mingjing Li, Hongjiang Zhang, Boosting image orientation detection with indoor vs. outdoor classification, Proc. IEEE Workshop on Applications of Computer Vision (WACV), 2002
  3. Fang Qian, Mingjing Li, Lei Zhang, Hongjiang Zhang, Bo Zhang. Gaussian mixture model for relevance feedback in image retrieval. Proc. IEEE International Conference on Multimedia & Expo (ICME), 2002

Before 2002

  1. Lei Zhang, Research of the cooperation between human and computer in Content-Based Image Retrieval, Ph.D. Dissertation, Tsinghua University, May, 2001
  2. Lei Zhang, Fuzong Lin, Bo Zhang. A Novel Learning Technique Based on Neural Network for Image Retrieval. Proc. IASTED International Conference on Signal Processing, Pattern Recognition and Applications (SPPRA). July, 2001.
  3. Lei Zhang, Fuzong Lin, Bo Zhang.Support Vector Machine Learning for Image Retrieval. IEEE International Conference on Image Processing (ICIP). Thessaloniki, Greece. October, 2001:721-724
  4. Shuo Di, Lei Zhang, Zheng Chen, Eric Chang, Kai-Fu Lee. N-Gram Language Model Compression Using Scalar Quantization and Incremental Coding. Proc. ISCLSP, 2000.
  5. Zhang Lei, Lin Fuzong, Zhang Bo. A CBIR method based on color-spatial feature. in Proc. IEEE Region 10 Annual International Conference 1999 (TENCON'99), Cheju, Korea. 1999:166-169 

______________
Lei Zhang (张磊)

Senior Applied Researcher

Multimedia Search Team
Search Technology Center Asia

No. 5 Danling Street, Haidian District
Beijing 100080, P.R.China
Email: leizhang AT microsoft.com