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Publications of Changhu Wang

2014

· Viewpoint-Aware Representation for Sketch-based 3D Model Retrieval. Accepted by IEEE Signal Processing Letters.

· Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui. Sketch Recognition with Natural Correction and Editing. Accepted by AAAI 2014.

2013

· Xinghai Sun, Changhu Wang, Avneesh Sud, Chao Xu, Lei Zhang. MagicBrush: Image Search by Color Sketch (Demo). ACM Multimedia 2013.

· Xinghai Sun, Changhu Wang, Chao Xu, Lei Zhang. Indexing Billions of Images for Sketch-based Retrieval. ACM Multimedia 2013.

· Jiangping Wang, Changhu Wang, Thomas Huang. Efficient Image Contour Detection using Edge Prior". ICME 2013.

2012

· Changhu Wang, Lei Zhang. The Charms and Challenges of Sketch-based Image Search. In Communication of China Computer Federation, vol. 8, no. 4, December 2012.

· Zhenbang Sun, Changhu Wang, Liqing Zhang, Lei Zhang. Sketch2Tag: Automatic Hand-Drawn Sketch Recognition (Demo). ACM Multimedia 2012.

· Zhenbang Sun, Changhu Wang, Liqing Zhang, Lei Zhang. Query-Adaptive Shape Topic Mining for Hand-Drawn Sketch Recognition. ACM Multimedia 2012.

· Zhenbang Sun, Changhu Wang, Liqing Zhang, Lei Zhang. Free Hand-Drawn Sketch Segmentation. ECCV 2012.

· Huagang Yin, Changhu Wang, Nenghai Yu, Lei Zhang. Trip Mining and Recommendation from Geo-Tagged Photos. ICME 2012 workshops.

· Xianming Liu, Changhu Wang, Hongxun Yao, Lei Zhang. The Scale of Edges. CVPR 2012.

2011

· Changhu Wang, Jun Zhang, Bruce Yang. Sketch2Cartoon: Composing Cartoon Images by Sketching (Demo). ACM Multimedia 2011.

· Wei Zheng, Changhu Wang, Lixin Chen. Shape-based Web Image Clustering for Unsupervised Object Detection. ICME 2011.

· Yang Cao, Changhu Wang, Liqing Zhang, Lei Zhang. Edgel Index for Large-Scale Sketch-Based Image Search. CVPR 2011.

2010

· 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 2010. (Best demo award)

· Huagang Yin, Xin Lu Changhu Wang, Nenghai Yu, Lei Zhang. Photo2Trip: An Interactive Trip Planning System based on Geo-Tagged Photos (Demo). ACM Multimedia 2010.

· Xin Lu Changhu Wang, Jiang-Ming Yang, Yanwei Pang, Lei Zhang. Photo2Trip: Generating Travel Routes from Geo-Tagged Photos for Trip Planning. ACM Multimedia 2010.

· Cailiang Liu, Dong Wang, Xiaobing Liu, Changhu Wang, Lei Zhang, Bo Zhang. Robust Semantic Sketch Based Specific Image Retrieval. ICME 2010.

· Yang Cao, Changhu Wang, Zhiwei Li, Liqing Zhang, Lei Zhang. Spatial-Bag-of-Features. CVPR 2010.

· Xiao-Chen Lian, Zhiwei Li, Changhu Wang, Bao-Liang Lu, Lei Zhang. Probabilistic Models for Supervised Dictionary Learning. CVPR 2010.

· Changhu Wang, Zhiwei Li, Lei Zhang. MindFinder: Image Search by Interactive Sketching and Tagging (Demo). WWW 2010.

· Qiang Hao, Rui Cai, Changhu Wang, Rong Xiao, Jiang-Ming Yang, Yanwei Pang, Lei Zhang. Equip Tourists with Knowledge Mined from Travelogues. WWW 2010.

2009

· Jiemin Liu, Qi Tian, Yijuan Lu, Changhu Wang, Lei Zhang, Xiaokang Yang, Shipeng Li. A Lexica Family with Small Semantic Gap, in Proc. of IEEE International Conference on Multimedia and Expo (ICME), Cancun, Mexico, June 2009.

· Changhu Wang, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang. Multi-Label Sparse Coding for Automatic Image Annotation, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Florida, USA, June 2009.

· Changhu Wang, Zheng Song, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang. Multiplicative Nonnegative Graph Embedding, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Florida, USA, June 2009.

· Changhu Wang, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang. Non-Negative Semi-Supervised Learning, in Proc. of Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS), Florida, USA, April 2009.

· Changhu Wang, Shuicheng Yan, Hong-Jiang Zhang. Large Scale Natural Image Classification by Sparsity Exploration, in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, China, April 2009.

2008

· Changhu Wang, Lei Zhang, Hong-Jiang Zhang. Graph-based Multiple-Instance Learning for Object-based Image Retrieval, in Proc. of ACM International Conference on Multimedia Information Retrieval (MIR), Vancouver, Canada, October 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).

2007

· Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang. Content-Based Image Annotation Refinement, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, Minnesota, USA, June 2007.

· Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang, Learning Query-Biased Web Page Summarization, in Proc. of ACM Sixteenth Conference on Information and Knowledge Management (CIKM), Lisboa, Portugal, November 2007.

· Xirong Li, Xin-Jing Wang, Changhu Wang, Lei Zhang, SBIA: Search-based Image Annotation by Leveraging Web-Scale Images (Demo), in Proc. of ACM International Conference on Multimedia (ACM MM), Augsburg, Germany, September 2007.

2006

· 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.

· Feng Jing, Changhu Wang, Yuhuan Yao, Kefeng Deng, Lei Zhang, Wei-Ying Ma. IGroup: Web Image Search Results Clustering, in Proc. of ACM International Conference on Multimedia (ACM MM), Santa Barbara, USA, October, 2006.

· Changhu Wang, Feng Jing, Lei Zhang, Hong-Jiang Zhang. Scalable Search-Based Image Annotation of Personal Images, in Proc. of ACM SIGMM Intl Workshop on Multimedia Information Retrieval (ACM MIR), Santa Barbara, USA, October 2006.

· 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. of ACM International Conference on Multimedia (ACM MM), Santa Barbara, USA, October 2006.

2005

· Changhu Wang, Shuicheng Yan, Hong-Jiang Zhang, Wei-Ying Ma. Realistic 3D Face Modeling by Fusing Multiple 2D Images, in Proc. of International Multimedia Modeling Conference (MMM), Melbourne, Australia, January 2005.

2004

· Changhu Wang, Shuicheng Yan, Hua Li, Hong-Jiang Zhang, Mingjing Li. Automatic, Effective, and Efficient 3D Face Reconstruction from Arbitrary View Image, PCM 2004, 5th Pacific Rim Conference on Multimedia, Proceedings, Part II, Lecture Notes in Computer Science, Springer, Kiyo Aizawa, Yuichi Nakamura, Shin’ichi Satoh (Eds.), vol. 3332, pp. 553-560, Nov. 2004. (SCI Expanded, IDS Number: BBL59, ISSN: 0302-9743).