Jinshan Pan
Professor, Nanjing University of Science and Technology
Email: sdluran[at]gmail[dot]com
Research Interest
My research interest includes image deblurring, image/video enhancement and analysis, and related vision problems.
I will recruit one Ph.D. student in 2025. Please contact me if you are interested.
Latest News
Selected Publications [Google Scholar]
Lingshun Kong, Jiangxin Dong, Jianjun Ge, Mingqiang Li, Jinshan Pan, "Efficient Frequency Domain-Based Transformers for High-Quality Image Deblurring", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 (Highlight).
[Project]
[Paper]
[Supplemental Material]
Xiang Chen, Hao Li, Mingqiang Li, Jinshan Pan, "Learning a Sparse Transformer Network for Effective Image Deraining", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 (Highlight).
[Project]
[Paper]
[Supplemental Material]
Jinshan Pan, Boming Xu, Jiangxin Dong, Jianjun Ge, Jinhui Tang, "Deep Discriminative Spatial and Temporal Network for Efficient Video Deblurring", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[Project]
[Paper]
[Supplemental Material]
Haoran Bai, Di Kang, Haoxian Zhang, Jinshan Pan, Linchao Bao, "FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[Paper]
[Supplemental Material]
[Project]
Xinyi Zhang, Hang Dong, Jinshan Pan, Chao Zhu, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, and Fei Wang, "Learning to Restore Hazy Video: A New Real-World Dataset and A New Method", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[Dataset [Using c7q2 for data acquisition]]
[Paper]
[Supplemental material]
Liang Chen, Jiawei Zhang, Jinshan Pan, Songnan Lin, Faming Fang, and Jimmy S. Ren, "Learning a Non-blind Deblurring Network for Night Blurry Images", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[Paper]
[Supplemental material]
[Code]
[Datasets]
Jiangxin Dong and Jinshan Pan, "Physics-Based Feature Dehazing Networks", European Conference on Computer Vision (ECCV), 2020.
[Project]
[Paper]
[Supplemental material]
[Code]
Songnan Lin, Jiawei Zhang, Jinshan Pan, Zhe Jiang, Dongqing Zou, Yongtian Wang, Jing Chen, and Jimmy Ren, "Learning Event-Driven Video Deblurring and Interpolation", European Conference on Computer Vision (ECCV), 2020.
[Paper]
[Supplemental material]
[Code]
Jinshan Pan, Haoran Bai, and Jinhui Tang, "Cascaded Deep Video Deblurring Using Temporal Sharpness Prior", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[Project]
[Paper]
[Supplemental material]
[Code]
Yang Liu, Jinshan Pan*, Jimmy Ren, and Zhixun Su, "Learning Deep Priors for Image Dehazing", IEEE International Conference on Computer Vision (ICCV), 2019.
[Paper]
[Code]
Jinshan Pan, Jiangxin Dong, Jimmy Ren, Liang Lin, Jinhui Tang, and Ming-Hsuan Yang, "Spatially Variant Linear Representation Models for Joint Filtering", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[Project]
[Paper]
[Code (PyTorch implementation from my student)]
Liang Chen, Jinshan Pan, and Qing Li, "Robust Face Image Super-Resolution via Joint Learning of Subdivided Contextual Model", IEEE Transactions on Image Processing (TIP), 2019. (Coming soon!)
[Project]
[Paper]
[Code]
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren, et al., "Learning Dual Convolutional Neural Networks for Low-Level Vision", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
[Project]
[Paper]
[Supplemental material]
[Code (PyTorch implementation)]
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), 2018.
[Project]
[Paper]
[MATLAB code]
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), 2017.
[Project]
[Paper]
[MATLAB code]
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.
[Paper]
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%)
[Project]
[Paper]
[MATLAB code]
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.
[Project]
[Paper]
[MATLAB code]
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.
[Project]
[Paper]
[MATLAB code]
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*,Zhe Hu* (indicates equal contribution), Zhixun Su, and Ming-Hsuan Yang, "Deblurring Face Images with Exemplars", European Conference on Computer Vision (ECCV), 2014.
[Project]
[Paper]
[MATLAB code]
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 (SPL), 2013.
[Project]
[Paper]
[MATLAB code]
Jinshan Pan inshan 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]