Publication List

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2007

  1. Rui Cai, Chao Zhang, Lei Zhang, Wei-Ying Ma, Scalable Music Recommendation by Search, to appear in Proc. ACM Multimedia, Augsburg, Germany, September, 2007
  2. Xirong Li, Xin-Jing Wang, Changhu Wang, Lei Zhang, SBIA: Search-based Image Annotation by Leveraging Web-Scale Images (Demo), to appear in Proc. ACM Multimedia, Augsburg, Germany, September, 2007
  3. Zhi-Kun, 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
  4. 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
  5. 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
  6. 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
  7. En Cheng, Feng Jing, Chao Zhang, Lei Zhang, Search result clustering based relevance feedback for web image retrival, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, USA, April, 2007
  8. 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. 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

  4. 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

  5. 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 2004). Singapore, October 24-27, 2004

  6. 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

  7. 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

  8. 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.

  9. 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.

  6. 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

2002

  1. Yanfeng Sun, Hongjiang Zhang, Lei Zhang, Mingjing Li, MyPhotos ¨C 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 2001). 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. Proc. IEEE Region 10 Annual International Conference 1999 (TENCON'99), Cheju, Korea. 1999:166-169

Last Modified: °ËÔÂ 08, 2007