Publications

Refereed Journal papers
NO Articles
[1]Xiao Bai, Huiguang Zhang, Jun Zhou, Jian Cheng, Huijie Zhao. Object Detection via Structural Feature Selection and Shape Model. IEEE Transaction on Image Processing, Vol.22, No.12, pp.4984-4995, 2013.
[2] Biao Niu, Jian Cheng, Xiao Bai, Hanqing Lu. Asymmetric Propagation based Batch Mode Active Learning for Image Retrieval. Signal Processing. Vol.93, pp. 1639-1650, 2013
[3]Peng Li, Jian Cheng, Hanqing Lu. Dual Locality Sensitive Hashing with Discriminative Projections Selection. Signal Processing, Vol.93, No.8, pp.2256-2264, 2013
[4]Peng Li, Jian Cheng, Hanqing Lu. Hashing with Dual Complementary Projection Learning for Fast Image Retrieval. Neurocomputing, Vol.120, pp.83-89, 2013
[5] Huigang Zhang, Xiao Bai, Huaxin Zheng, Huijie Zhao, Jun Zhou, Jian Cheng, Hanqing Lu. Hierarchical Remote Sensing Image Analysis via Graph Laplacian Energy. IEEE Geoscience and Remote Sensing Letters, Vol.10, No.2, pp.396-400, 2013
[6] Chao Liang, Changsheng Xu, Jian Cheng, Weiqing Min, Hanqing Lu. Script-to-Movie: A Computational Framework for Story Movie Composition. IEEE Transactions on Multimedia. Vol.15, No.2, pp.401-414, 2013
[7] Peng Li, Meng Wang, Jian Cheng, Changsheng Xu, Hanqing Lu. Spectral Hashing with Semantically Consistent Graph for Image Indexing. IEEE Transactions on Multimedia, Vol.15, No.1, pp.141-152, 2013
[8] Yi Wu, Jian Cheng, Jinqiao Wang, Hanqing Lu, Jun Wang, Haibin Ling, Erik Blasch, Li Bai. Real-time probabilistic covariance tracking with efficient model update. IEEE Transactions on Image Processing, Vol.21, No.5, pp.2824-2837, 2012
[9] Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng, Changsheng Xu. Dimensionality Reduction by Mixed Kernel Canonical Correlation Analysis. Pattern Recognition, Vol.45, No.8, pp.3003-3016, 2012
[10]Yang Liu, Jian Cheng, Changsheng Xu, Hanqing Lu. Building topographic subspace model with transfer learning for sparse representation. Neurocomputing, 73(10-12), 2010
[11] Changsheng Xu, Jian Cheng, Yi Zhang, Yifan Zhang, and Hanqing Lu. Sports video analysis: semantics extraction, editorial content creation and adaptation. Journal of Multimedia, Vol.4, No.2, pp.69-79, 2009
[12]Xiaoyu Zhang, Changsheng Xu, Jian Cheng, Hanqing Lu, and Songde Ma. Effective Annotation and Search for Video Blogs with Integration of Context and Content Analysis. IEEE Transactions on Multimedia, Vol.11, No.2, pp.272-285, 2009.
[13] Yikai Fang, Jian Cheng, Hanqing Lu. A hand gesture recognition method with fast scale-space feature detection. Journal of Image and Graphics, Vol.14, No.2, 2009. (In Chinese)
[14] Chun-lei Huo, Jian Cheng, Hanqing Lu, Zhixin Zhou. Object-level change detection based on multi-scale fusion. ACTA Automatica SINICA, Vol.34, No.3, 2008. (In Chinese)
[15] Jian Cheng and Kongqiao Wang. Active learning for image retrieval with Co-SVM. Pattern Recognition,Vol.40, pp.330-334, 2007.
[16] Jian Cheng, Qingshan Liu, Hanqing Lu, and Yen-Wei Chen. Ensemble learning for independent component analysis. Pattern Recognition, Vol.39, pp.81-88, 2006.
[17] Jian Cheng, Qingshan Liu, Hanqing Lu, and Yen-Wei Chen. Supervised kernel locality preserving projections for face recognition. Neurocomputing, vol.67, pp.443-449, 2005.
[18]Jian Cheng, Yen-Wei Chen, Hanqing Lu and Xiang-Yan Zeng. A spatial weighted color histogram for image retrieval. IEICE Transaction on Information and System, Vol.E87-D, No.1, pp.246-249, 2004.
[19]Xiang-Yan Zeng,Yen-Wei Chen, Z. Nakao, Jian Cheng and Hanqing Lu. Independent component analysis for color indexing. IEICE Transaction on Information and Systems, Vol.E87-D, No.4, pp.997-1003, 2004.
Refereed Conference papers (Selected)
NO Articles
[1]Biao Niu, Bin Li, Peng Li, Xi Zhang, Jian Cheng, Hanqing Lu. Attribute Expansion with Sequential Learning for Object Classification. ICME 2013. (Best paper candidate)
[2]Xi Zhang, Jian Cheng, Ting Yuan, Biao Niu, Hanqing Lu. Semi-Supervised Discriminative Preference Elicitation for Cold-Start Recommendation. CIKM 2013.
[3] Xi Zhang, Jian Cheng, Ting Yuan, Biao Niu, Hanqing Lu. TopRec: Domain-Specific Recommendation through Community Topic Mining in Social Network. WWW 2013 (Oral, acceptance rate=15%)
[4] Biao Niu, Jian Cheng, Hanqing Lu. Improving Relevance Feedback for Image Retrieval with Asymmetric Sampling. ICME 2012
[5] Peng Li, Jian Cheng, Hanqing Lu. Modeling Hidden Topics with Dual Local Consistency for Image Analysis. ACCV 2012
[6] Jian Cheng, Yu Fu, Hanqing Lu. Learning to detect salient region of image under weak supervision. ICME 2011
[7]Jian Cheng, Biao Niu, Yikai Fang, Hanqing Lu. Representative sampling with certainty propagation for image retrieval. ICIP 2011
[8]Chao Liang, Changsheng Xu, Jian Cheng, Hanqing Lu. TVParser: An automatic TV video parsing method. CVPR 2011
[9]Rong Liu, Jian Cheng, Hanqing Lu. A Robust Boosting Tracker with Minimum Error Bound in a Co-training Framework. ICCV 2009
[10]Yi Wu, Jian Cheng, Jinqiao Wang, Hanqing Lu. Real-time Visual Tracking via Incremental Covariance Tensor Learning. ICCV 2009
[11]Yu Fu, Jian Cheng, Zhenglong Li and Hanqing Lu. Saliency Cuts: an automatic approach to object segmentation. ICPR 2008
[12] Zhenglong Li, Qingshan Liu, Jian Cheng, and Hanqing Lu. A variational inference based approach for image segmentation. ICPR 2008
[13]Xiaoyu Zhang, Jian Cheng, Hanqing Lu, and Songde Ma. Selective sampling based on dynamic certainty propagation for image retrieval. MMM 2008
[14]Yikai Fang, Kongqiao Wang, Jian Cheng, and Hanqing Lu. A Real-time hand gesture recognition method. ICME 2007
[15]Yikai Fang, Jian Cheng, Kongqiao Wang, and Hanqing Lu. Hand gesture recognition using fast multi-scale analysis. ICIG 2007
[16]Zhenglong Li, Jian Cheng, Qingshan Liu, and Hanqing Lu. Image Segmentation using Co-EM strategy. ACCV 2007
[17]Xiaoyu Zhang, Jian Cheng, Hanqing Lu, and Songde Ma. Weighted Co-SVM for image retrieval with MVB strategy. ICIP 2007
[18]Jian Cheng and Kongqiao Wang. Multi-view sampling for relevance feedback in image retrieval. ICPR 2006
Edited book
NO Articles
[1]Jinjun Wang, Jian Cheng, and Shuqiang Jiang. Computer Vision for Multimedia Applications: Methods and Solutions IGI Global Press 2011.
[2]Xiao Bai, Jian Cheng, and Edwin Hancock Graph-Based Methods in Computer Vision: Developments and Applications IGI Global Press 2013