Jinshan Pan


Ph.D. Student

Email: sdluran@gmail.com


Biography

I am 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. I was a visiting Ph.D. student in Visual Computing Group at Harvard University, working with Prof. Hanspeter Pfister and Dr. Deqing Sun in 2015.

My research interest includes image deblurring, image/video analysis and enhancement, and related vision problems. 



Latest News

  • Jul. 2017: Four papers are accepted by ICCV 2017.
  • Jul. 2017: One paper is accepted by TPAMI.
  • Mar. 2017: One paper is accepted by CVPR 2017.


Publications

Google Scholar


Jiawei Zhang, Jinshan Pan, Wei-Sheng Lai, Rynson Lau, and Ming-Hsuan Yang, "Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution", arXiv preprint arXiv:1611.06495, 2017.   


Sifei Liu, Jinshan Pan, and Ming-Hsuan Yang, "Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network", European Conference on Computer Vision (ECCV), 2016. (Oral presentation)    


Wenqi Ren, Si Liu, Hua Zhang, Jinshan Pan, Xiaochun Cao, and Ming-Hsuan Yang, "Single Image Dehazing via Multi-Scale Convolutional Neural Networks", European Conference on Computer Vision (ECCV), 2016.


Jinshan Pan
, Zhe Hu, Zhixun Su, and Ming-Hsuan Yang, "L0-Regularized Intensity and Gradient Prior for Deblurring Text Images and Beyond", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016.


Jinshan Pan
, Deqing Sun, Hanspeter Pfister, and Ming-Hsuan Yang, "Blind Image Deblurring Using Dark Channel Prior", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (Oral presentation, AR: 83/2145 ~3.9%)


Jinshan Pan
, Zhouchen Lin, Zhixun Su, and Ming-Hsuan Yang, "Robust Kernel Estimation with Outliers Handling for Image Deblurring", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.


Jinshan Pan
, Zhe Hu, Zhixun Su, Hsin-Ying Lee, and Ming-Hsuan Yang, "Soft-Segmentation Guided Object Motion Deblurring", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.


Jinshan Pan
*, Zhe Hu* (indicates equal contribution), Zhixun Su, and Ming-Hsuan Yang, "Deblurring Face Images with Exemplars", European Conference on Computer Vision (ECCV), 2014.


Jinshan Pan
, Zhe Hu, Zhixun Su, and Ming-Hsuan Yang, "Deblurring Text Images via L0-Regularized Intensity and Gradient Prior", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

[project][paper][MATLAB code] [Extension to deblurring natural images!]

Jinshan Pan, Jongwoo Lim, Zhixun Su, and Ming-Hsuan Yang, "L0-Regularized Object Representation for Visual Tracking", British Machine Vision Conference (BMVC), 2014. (Oral presentation, AR: 33/431 ~7.7%)

[project][paper][MATLAB code]

Jinshan Pan, Risheng Liu, Zhixun Su, and Guili Liu, "Motion Blur Kernel Estimation via Salient Edges and Low Rank Prior", IEEE International Conference on Multimedia and Expo. (ICME), 2014. (Oral presentation, AR: 98/716 ~13.6%)

[project][paper][MATLAB code]

Jinshan Pan and Zhixun Su, "Fast L0-Regularized Kernel Estimation for Robust Motion Deblurring", IEEE Signal Processing Letters, 2013.

[project][paper][MATLAB code]

Jinshan Pan, Risheng Liu, Zhixun Su, and Xianfeng Gu, "Kernel Estimation from Salient Structure for Robust Motion Deblurring", Signal Processing: Image Communication, 2013.

[project][paper][MATLAB code]

Jinshan Pan, Zhixun Su, Maoran Bian, and Risheng Liu, "Saliency Detection based on an Edge-Preserving Filter", IEEE International Conference on Image Processing (ICIP), 2013.

[paper]

Xingang Li, Jinshan Pan, Yang Lin, and Zhixun Su, "Fast Blind Deblurrng via Normalized Sparsity Prior", Journal of Information and Computational Science, 2013.

[paper]

Jinshan Pan, Ye Wang, and Zhixun Su, "Dense Correspondence through Descriptor Matching", Journal of Information and Computational Science, 2012.

[paper]

Jinshan Pan, Zhixun Su, and Wei Wang, "Optical Flow Method for Motion Details Estimation", Journal of Computer Aided Design & Computer Graphics, 2011.

[paper]

Wei Wang, Zhixun Su, Jinshan Pan, Ye Wang, and Riming Sun, "Robust Optical Flow Estimation based on Brightness Correction Fields", Journal of Zhejiang University-SCIENCE C (Computers & Electronics), 2011.

[paper]


Journal Reviewer

IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Image Processing
IEEE Signal Processing Letters
Neurocomputing
Journal of Visual Communication and Image Representation
IET Image Processing
Digital Signal Processing