Publications of Yu-Gang Jiang

Journals

Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang, Zechao Li, Xiangyang Xue, Shih-Fu Chang. Modeling multimodal clues in a hybrid deep learning framework for video classification. IEEE Transactions on Multimedia, 20(11):3137-3147, 2018.
Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang. Exploiting feature and class relationships in video categorization with regularized deep neural networks. IEEE transactions on pattern analysis and machine intelligence, 40(2):352-364, 2018.
Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang. Exploiting feature and class relationships in video categorization with regularized deep neural networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017.
Yu-Gang Jiang, Qi Dai, Tao Mei, Yong Rui, Shi-Fu Chang. Super Fast Event Recognition in Internet Videos. IEEE Transactions on Multimedia, 2013.
Yu-Gang Jiang, Jun Wang, Xiangyang Xue, Shih-Fu Chang. Query-Adaptive Image Search with Hash Codes. IEEE Transactions on Multimedia, 15(2):442-453, 2013.
Yu-Gang Jiang, Subhabrata Bhattacharya, Shih-Fu Chang, Mubarak Shah. High-Level Event Recognition in Unconstrained Videos. International Journal of Multimedia Information Retrieval, 2(2):73-101, 2013.
Yu-Gang Jiang, Qi Dai, Jun Wang, Chong-Wah Ngo, Xiangyang Xue, Shih-Fu Chang. Fast Semantic Diffusion for Large Scale Context-Based Image and Video Annotation. IEEE Transactions on Image Processing, 21:3080-3091, 2012.
Yu-Gang Jiang, Zhenguo Li, Shih-Fu Chang. Modeling Scene and Object Contexts for Human Action Retrieval with Few Examples. IEEE Transactions on Circuits and Systems for Video Technology, 21:674-681, May 2011.

Conferences

Guangnan Ye, I-Hong Jhuo, Dong Liu, Yu-Gang Jiang, D.T. Lee, Shih-Fu Chang. Joint Audio-Visual Bi-Modal Codewords for Video Event Detection. In ACM International Conference on Multimedia Retrieval (ICMR), 2012.
Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, Shih-Fu Chang. Supervised Hashing with Kernels. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) (Oral session), 2012.
Yu-Gang Jiang, Guangnan Ye, Shih-Fu Chang, Daniel Ellis, Alexander C. Loui. Consumer Video Understanding: A Benchmark Database and An Evaluation of Human and Machine Performance. In Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), oral session, 2011.
Yu-Gang Jiang, Jun Wang, Shih-Fu Chang. Lost in Binarization: Query-Adaptive Ranking for Similar Image Search with Compact Codes. In Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), oral session, 2011.
Wei Liu, Yu-Gang Jiang, Jiebo Luo, Shih-Fu Chang. Noise Resistant Graph Ranking for Improved Web Image Search. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 2011.
Yu-Gang Jiang, Xiaohong Zeng, Guangnan Ye, Subhabrata Bhattacharya, Dan Ellis, Mubarak Shah, Shih-Fu Chang. Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching. In NIST TRECVID Workshop, Gaithersburg, MD, November 2010.
Chong-Wah Ngo, Yu-Gang Jiang, Xiao-Yong Wei, Wanlei Zhao, Yang Liu, Jun Wang, Shiai Zhu, Shih-Fu Chang. VIREO/DVMM at TRECVID 2009: High-Level Feature Extraction, Automatic Video Search, and Content-Based Copy Detection. In NIST TRECVID Workshop, Gaithersburg, MD, November 2009.
Yu-Gang Jiang, Chong-Wah Ngo, Shih-Fu Chang. Semantic Context Transfer across Heterogeneous Sources for Domain Adaptive Video Search. In Proceeding of ACM international conference on Multimedia (ACM MM), October 2009.
Jun Wang, Eric Pohlmeyer, Barbara Hanna, Yu-Gang Jiang, Paul Sajda, Shih-Fu Chang. Brain State Decoding for Rapid Image Retrieval. In Proceeding of the ACM international conference on Multimedia (ACM MM), October 2009.
Yu-Gang Jiang, Jun Wang, Shih-Fu Chang, Chong-Wah Ngo. Domain Adaptive Semantic Diffusion for Large Scale Context-Based Video Annotation. In International Conference on Computer Vision (ICCV), Kyoto, Janpan, September 2009.
Jun Wang, Yu-Gang Jiang, Shih-Fu Chang. Label Diagnosis through Self Tuning for Web Image Search. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Miami Beach, Florida, USA, June 2009.
Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Elie El Khoury, Chong-Wah Ngo, Akira Yanagawa, Eric Zavesky. Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search. In NIST TRECVID Workshop, Gaithersburg, MD, November 2008.

Technical Reports

Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang. Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. Research Report arXiv preprint arXiv:1502.07209, 2015. download
Yu-Gang Jiang, Akira Yanagawa, Shih-Fu Chang, Chong-Wah Ngo. CU-VIREO374: Fusing Columbia374 and VIREO374 for Large Scale Semantic Concept Detection. ADVENT Technical Report #223-2008-1 Columbia University, August 2008.

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