Jinshan Pan


Professor, Nanjing University of Science and Technology

Email: sdluran@gmail.com, 1161451334@qq.com


Biography

I got my Ph.D. degree in  School of Mathematical SciencesDalian University of Technology in 2017. Before that, I was 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

  • Dec. 2017: One paper is accepted by CVIU.
  • 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.


Selected Publications [Google Scholar]



Jinshan Pan
, Deqing Sun, Hanspeter Pfister, and Ming-Hsuan Yang, "Deblurring Images via Dark Channel Prior", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017.


Xiangyu Xu, Jinshan Pan, Yujin Zhang, and Ming-Hsuan Yang, "Motion Blur Kernel Estimation via Deep Learning", IEEE Transactions on Image Processing (TIP), 2017.   


Jinshan Pan, Jiangxin Dong, Yu-Wing Tai, Zhixun Su, and Ming-Hsuan Yang, "Learning Discriminative Data Fitting Functions for Blind Image Deblurring", IEEE International Conference on Computer Vision (ICCV), 2017.   


Jiangxin Dong, Jinshan Pan, Zhixun Su, and Ming-Hsuan Yang, "Blind Image Deblurring with Outlier Handling", IEEE International Conference on Computer Vision (ICCV), 2017.   


Wenqi Ren, Jinshan Pan, Xiaocun Cao, and Ming-Hsuan Yang, "Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel", IEEE International Conference on Computer Vision (ICCV), 2017.   


Xiangyu Xu, Deqing Sun, Jinshan Pan, Yujin Zhang, Hanspeter Pfister, and Ming-Hsuan Yang, "Learning to Super-resolve Blurry Face and Text Images", IEEE International Conference on Computer Vision (ICCV), 2017.   


Jiawei Zhang, Jinshan Pan, Wei-Sheng Lai, Rynson Lau, and Ming-Hsuan Yang, "Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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]


Journal Reviewer

IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Image Processing
IEEE Transactions on Cybernetics
IEEE Transactions on Circuits and Systems for Video Technology
Computer Vision and Image Understanding
Neurocomputing
IEEE Signal Processing Letters
...
 
Conference Reviewer
CVPR 2016-2018 
ICCV 2015, 2017 
ECCV 2016  
ACCV 2014, 2016