Yuan, Junsong

 

Ph.D Candidate

 

Short Biography:

Junsong Yuan is currently a Ph.D. candidate at 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.

He has broad research interests in computer vision, statistical machine learning, image and video processing and content analysis, multimedia search and data mining.

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.

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.

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.

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

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.

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.

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

 

Contact:

2145 Sheridan Rd., L440, EECS Dept.
Evanston, IL 60208, USA

Phone: (847) 491-4466

Email: j-yuan AT u.northwestern.edu

 

 

Friends and Collaborators:

 

Raymond Yun Fu @ BBN

James Zhu Li @ Hong Kong Polytech

Gang Hua @ Live labs, Microsoft

Ting Yu @ General Electric

Ming Yang @ NEC

Shengyang Dai @ Sony

Xiang Huang @ Northwestern

Jiebo Luo @ Kodak Labs

Zicheng Liu @ Microsoft Research