Guangyu Zhong


Science and Engineering 2 311

Electrical Engineering and Computer Science

University of California at Merced                                                                             

       

Merced, CA 95344

Email: guangyuzhonghikari [at] gmail [dot] com

Github: GYZHikari


Biography

I am currently a joint-training Ph.D. student in School of Mathematical Sciences, Dalian University of Technology and Electrical Engineering and Computer Science, University of California at Merced, directed by Profs. Zhixun Su and Ming-Hsuan Yang. Before that, I received my B.S. degree in Dalian University of Technology in 2013.

My research interest includes video parsing, video composition, and related vision problems. 



News
08/14/2016 One paper on weakly-supervised video co-parsing has been accepted by ACCV (oral)!
08/10/2016 One paper on vehicle light recognition has been accepted by ITSC!
07/11/2016 One paper on video segmentation has been accepted by ECCV!



Publications
  1. Guangyu Zhong*Yi-Hsuan Tsai*, Ming-Hsuan Yang. Weakly-supervised Video Scene Co-parsing, Asian Conference on Computer Vision (ACCV), 2016. 
    (* indicates equal 
    contribution) 
    [PDF] (
    oral)
  2. Guangyu Zhong, Yi-Hsuan Tsai, Yi-Ting Chen, Xue Mei, Danil Prokhorov, Michael James, Ming-Hsuan Yang. Learning to Tell Brake Lights with Convolutional Features, International Conference on Intelligent Transportation Systems, 2016. [PDF]
  3. Yi-Hsuan Tsai*Guangyu Zhong*, Ming-Hsuan Yang. Semantic Co-segmentation in Videos
    European Conference on Computer Vision (ECCV), 2016. (* indicates equal 
    contribution) 
    [PDF] [Code
  4. Risheng Liu, Guangyu Zhong, Junjie Cao, Zhouchen Lin, Shiguang Shan, Zhongxuan Luo. Learning to Diffuse: A New Perspective to Design PDEs for Visual Analysis, accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015. [Code]
  5. Guangyu Zhong, Risheng Liu and Zhixun Su. Robust Visual Tracking via Discriminative Sequential Ranking, accepted by IEEE International Conference on Image Processing, 2015. [Paper]
  6. Guangyu Zhong, Risheng Liu, Junjie Cao and Zhixun Su. A Generalized Nonlocal Mean Framework with Object-Level Cues for Saliency Detection. The Visual Computer, 1-13, 2015. [Code]
  7. Guangyu Zhong, Bo Li, Junjie Cao and Zhixun Su. Object Level Saliency by Submodular Optimization. International Conference on Digital Home, 105-110, 2014.
  8. Risheng Liu, Guangyu Zhong, Junjie Cao and Zhixun Su. Diffuse Visual Attention on the Image: A Physical Perspective for Salient Region Detection. Journal of Electronic Imaging, 11(13): 4467-4476, 2014.
  9. Yuxia Song, Junjie Cao, Risheng Liu, Guangyu Zhong and Zhixun Su. Saliency Detection via Ranking with Reconstruction Error. Journal of Information and Computational Science, 11(13): 4467-4476, 2014. 
  10. Zhenzhen Zhang, Junjie Cao, Guangyu ZhongWangyi Liu and Zhixun Su. Object level image saliency by hierarchical segmentation. IEEE International Conference on Image Processing, 1772- 1774, 2013.


Awards
ICIP Travel Grants, 2015.
National Graduate Scholarship, 2015.


Programming Skills

C/C++    Matlab    Python