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Dr. Zheng-Jun Zha

National University of Singapore, Singapore


Email: junzzustc@gmail.com

Qualifications


Ph.D., University of Science and Technology of China, China
B.Sc., University of Science and Technology of China, China

Publications (selected)
  1. Zheng-Jun Zha, Jin Yuan, Yan-Tao Zheng, Tat-Seng Chua, “Video Modeling and Retrieval,” Edited by L. Guan, Y. He, and S.-Y. Kung, CRC Press, 2011.
  2. Zheng-Jun Zha, Linjun Yang, Meng Wang. “Visual Query Suggestion for Internet Image Search,” Edited by X.-S. Hua, M. Worring, and T.-S. Chua, Bentham Science Publishers, 2010.
  3. Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua. “Research and Applications on Georeferenced Multimedia: a Survey,” Accepted by Multimedia Tools and Applications.
  4. Zheng-Jun Zha, Linjun Yang, Tao Mei, Meng Wang, Zengfu Wang, Tat-Seng Chua, Xian-Sheng Hua. “Visual Query Suggestion: Towards Capturing User Intent in Internet Image Search,” ACM Trans. on Multimedia Computing, Communications and Applications, Vol. 6, Issue 3, Aug. 2010.
  5. Bo Liu, Meng Wang, Richang Hong, Zheng-Jun Zha, Xian-Sheng Hua. “Joint Learning of Labels and Distance Metric,” IEEE Trans. on Systems, Man and Cybernetics: Part B, Vol. 40, No. 3, 2010.
  6. Jin Yuan*, Zheng-Jun Zha, Zhengdong Zhao, Xiangdong Zhou, Tat-Seng Chua. “Utilizing Related Samples to Learn Complex Queries in Interactive Content-based Video Search,” in Proceedings of ACM International Conference on Image and Video Retrieval (CIVR), Xi’an China, 2010.
  7. Junjie Cai*, Zheng-Jun Zha, Yinghai Zhao, Zengfu Wang. “Evaluation of Histogram Based Interest Point Detector in Web Image Classification and Search,” in Proceedings of International Conference on Multimedia & Expo (ICME), Singapore, 2010.
  8. Yinghai Zhao*, Zheng-Jun Zha, Shanshan Li, Xiuqing Wu. “Which Tags are Related to Visual Content,” in Proceedings of International Conference on Multimedia Modeling (MMM), pp: 669-675, Chongqing, China, 2010.
  9. Richang Hong, Jinhui Tang, Zheng-Jun Zha, Zhiping Luo, Tat-Seng Chua. “Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia,” in Proceedings of International Conference on Multimedia Modeling (MMM), pp: 556-566, Chongqing, China, 2010.
  10. Xiangyu Chen*, Jin Yuan, Liqiang Nie, Zheng-Jun Zha, Tat-Seng Chua, “NUS-LMS TRECVID 2010 Known-item Search,” TREC Video Retrieval Evaluation Online Proceedings (TRECVID), 2010.
  11. Zheng-Jun Zha, Linjun Yang, Tao Mei, Meng Wang, Zengfu Wang. “Visual Query Suggestion,” in Proceedings of ACM International Conference on Multimedia (ACM MM), pp: 15-24, Beijing, China, 2009.
  12. Zheng-Jun Zha, Tao Mei, Meng Wang, Zengfu Wang, Xian-Sheng Hua. “Robust Distance Metric Learning with Auxiliary Knowledge,” in Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), pp: 1327-1332, California, US, 2009.
  13. Guo-Jun Qi, Jinhui Tang, Zheng-Jun Zha, Tat-Seng Chua, Hong-Jiang Zhang. “An Efficient Sparse Metric Learning in High-Dimensional Space via L1-Penalized Log-Determinant Regularization,” in Proceedings of International Conference on Machine Learning (ICML), pp: 841-848, Quebec, Canada, 2009.
  14. Zheng-Jun Zha, Xian-Sheng Hua, Tao Mei, Jingdong Wang, Guo-Jun Qi, Zengfu Wang. "Joint Multi-Label Multi-Instance Learning for Image Classification," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp: 1-8, Anchorage, US, 2008.
  15. Zheng-Jun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, Xian-Sheng Hua. "Graph-Based Semi-Supervised Learning with Multi-Label," in Proceedings of IEEE Conference on Multimedia & Expo (ICME), pp: 1321-1324, Hannover, Germany, 2008.
  16. Tao Mei, Zheng-Jun Zha, Yuan Liu, et al. “MSRA at TRECVID 2008: High-Level Feature Extraction and Automatic Search,” TREC Video Retrieval Evaluation Online Proceedings (TRECVID), 2008. (Rank 3rd team in the automatic video search task)
  17. Bo Geng, Linjun Yang, Zheng-Jun Zha, Chao Xu, Xian-Sheng Hua. "Unbiased Active Learning for Image Retrieval," in Proceedings of IEEE International Conference on Multimedia & Expo (ICME), pp: 1352-1358, Hannover, Germany, 2008.
  18. Jingdong Wang, Xinmei Tian, Linjun Yang, Zheng-Jun Zha, Xian-Sheng Hua. "Optimized Video Scene Segmentation," in Proceedings of IEEE International Conference on Multimedia & Expo (ICME), pp: 301-304, Hannover, Germany, 2008.
  19. Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Zheng-Jun Zha, Hong-Jiang Zhang. "A Joint Appearance-Spatial Distance for Kernel-Based Image Categorization," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp: 1-8, Anchorage, Alaska, 2008.
  20. Zheng-Jun Zha, Tao Mei, Xian-Sheng Hua, Guo-Jun Qi, Zengfu Wang. "Refining Video Annotation by Exploiting Pairwise Concurrent Relation, " in Proceedings of ACM International Conference on Multimedia (ACM MM), pp: 345-348, Augsburg, Germany, 2007.
  21. Zheng-Jun Zha, Tao Mei, Zengfu Wang, Xian-Sheng Hua. "Building a Comprehensive Ontology to Refine Video Concept Detection," in Proceedings of ACM International Conference Workshop on Multimedia Information Retrieval (ACM MIR), pp: 227-236, Augsburg, Germany, 2007.
  22. Tao Mei, Xian-Sheng Hua, Wei Lai, Linjun Yang, Zheng-Jun Zha, et al. "MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search," TREC Video Retrieval Evaluation Online Proceedings (TRECVID), 2007.

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