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Short Biography: Junsong Yuan received his Ph.D. from the EECS department of Northwestern University, advised by Prof. Ying Wu. He got his M.Eng. from the ECE Department of National University of Singapore in 2005, advised by Prof. Qi Tian. Before that, he graduated from the special program for the gifted young in Huazhong University of Science and Technology, Wuhan, P.R.China, and obtained his B.Eng in communication engineering in 2002. His research interests include computer vision, machine learning, image and video processing and content analysis, multimedia search and data mining. New homepage @ Nanyang Technological University I joined School of Electrical & Electronic Engineering at Nanyang Technological University in Singapore as a Nanyang Assistant Professor (NAP) Sept. 2009. I am looking for self-motivated PhD students and Post-Doc research fellows with solid mathematical background and excellent programming skills. Please send me your resume and brief description of your previous research experiences if interested.
Curriculum Vitae: [PDF] Selected Publications [Full List]: 1. Jiang Xu, Junsong Yuan and Ying Wu, Multimodal Partial Estimates Fusion, Proc. International Conference on Computer Vision (ICCV'09), Kyoto, Japan, 2009 (to appear). 2. Junsong Yuan, Zicheng Liu and Ying Wu, Discriminative Subvolume Search for Efficient Action Detection, Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'09), Miami, FL, USA, 2009. (****CVPR09 Doctoral Spotlight Award****) Project Page 3. Junsong Yuan, Jiebo Luo and Ying Wu, Mining Compositional Features for Boosting, Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, AK, USA, 2008. [slides] 4. Junsong Yuan and Ying Wu, Context-Aware Clustering, Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, AK, USA, 2008. [slides] 5. Junsong Yuan, Jingjing Meng, Ying Wu and Jiebo Luo, Mining Recurring Events through Forest Growing, in IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.18, No.11, pp.1597-1607, 2008 [video results] 6. Yun Fu, Zhu Li, Junsong Yuan, Ying Wu and Thomas S. Huang, Locality vs. Globality: Query-Driven Localized Linear Models for Facial Image Computing, in IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.18, No.12, pp.1741-1752, 2008 7. Junsong Yuan and Ying Wu, Spatial Random Partition for Common Visual Pattern Discovery, Proc. International Conference on Computer Vision (ICCV'07), Rio de Janeiro, Brazil, 2007. [video] 8. Junsong Yuan, Ying Wu and Ming Yang, Discovery of Collocation Patterns: from Visual Words to Visual Phrases, In Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, Minnesota, USA, 2007. [slides] 9. Ming Yang, Junsong Yuan, and Ying Wu, Spatial Selection for Attentional Visual Tracking, In Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, Minnesota, USA, 2007. 10. Junsong Yuan, Ying Wu and Ming Yang, From Frequent Itemsets To Semantically Meaningful Visual Patterns, in Proc. ACM Intl. Conf. on Knowledge Discovery and Data Mining (SIGKDD'07), 2007
Selected Talks: Image and video data mining, Northwestern University, Evanston, IL, Aug. 2009 Mining compositional features for multimedia pattern classification, Yahoo! Inc, San Jose, CA, Feb. 2009 Discriminative Subvolume Search for Efficient action detection, ObjectVideo, Inc., Reston, VA, March 2009 Discovering Knowledge from Multimedia Data: Making Breakthrough in the Digital Era, Nanyang Technological University, Singapore, Feb. 2009 Discovering Knowledge from Multimedia Data: Making Breakthrough in the Digital Era, Shenzhen Institute of Advanced Research, Shenzhen, P.R.China, Jan. 2009 Efficient action detection through sub-volume mutual information maximization, Microsoft Research, Redmond, WA, Sept. 2008 Mining Sparse GPS Traces and Visual "Bag of Words" for Event Recognition, Kodak Laboratories, Rochester, NY, Sept. 2007 Fast Video Clip Search and Repetitive Clip Discovery for Multimedia Association, Motorola Laboratories, Schaumburg, IL, Sept. 2006
Links:
James Zhu Li @ Hong Kong Polytech Gang Hua @ Nokia Research Center Ming Yang @ NEC Laboratories, America Shengyang Dai @ Sony Electronics Jingjing Meng @ Motorola Applied Research and Technology Center Zicheng Liu @ Microsoft Research
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