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Publications

· Xin-Jing Wang, Lei Zhang, Ming Liu, Yi Li, Wei-Ying Ma. ARISTA - Image Search to Annotation on Billions of Web Photos, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2010.

· Yijuan Lu, Jiemin Liu, and Qi Tian, and Lei Zhang, LCSS: Lexica of High-Level Concepts with Small Semantic Gaps, accepted by IEEE Transaction on Multimedia, 2009

· Xin-Jing Wang, Lei Zhang, Xirong Li, Wei-Ying Ma, Annotating Images by Mining Image Search Results, IEEE Trans. Pattern Analysis and Machine Intelligence Special Issue (TPAMI), 2008.

· Changhu Wang, Lei Zhang, Hong-Jiang Zhang. Learning to Reduce the Semantic Gap in Web Image Retrieval and Annotation, in Proc. of the 31st Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR), Singapore, July 2008.

· Changhu Wang, Lei Zhang, Hong-Jiang Zhang. Scalable Markov Model-Based Image Annotation, in Proc. of ACM International Conference on Image and Video Retrieval (CIVR), Niagara Falls, Canada, July 2008.

· Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang. Scalabel Search-based Image Annotation, in Multimedia Systems, June 14, 2008. ISSN: 0942-4962 (Print) 1432-1882 (Online).

· 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

· 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.

· 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.

· Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang. Image Annotation Refinement using Random Walk with Restarts, in Proc. of ACM International Conference on Multimedia (ACM MM), Santa Barbara, USA, October 2006.

· 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.

· 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

· Xin-Jing 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

· Xin-Jing 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)

· 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