在计算机视觉、人工智能、模式识别等领域的顶级国际期刊IEEE TPAMI、IJCV、IEEE TIP以顶级国际会议CVPR、ICCV、ECCV上发表论文60余篇。所发表论文在Google Scholar 中引用次数超过3900次。详细研究工作见：https://jspan.github.io/ 或https://dblp.org/pers/hd/p/Pan:Jinshan。
部分研究工作：
[1] Jinshan Pan, Jiangxin Dong, Yang Liu, Jiawei Zhang, Jimmy Ren, Jinhui Tang, Yu-Wing Tai, and Ming-Hsuan Yang, Physics-Based Generative Adversarial Models for Image Restoration and Beyond, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2020.
[2] Jinshan Pan, Wenqi Ren, Zhe Hu, and Ming-Hsuan Yang, Learning to Deblur Images with Exemplars, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 41(6), 1412 – 1425, 2019.
[3] Jinshan Pan, Deqing Sun, Hanspeter Pfister, and Ming-Hsuan Yang, Deblurring Images via Dark Channel Prior, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 40(10), 2315-2328, 2018.
[4] 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 (IEEE TPAMI), 39(2): 342-355, 2017.
[5] Jinshan Pan, Haoran Bai, and Jinhui Tang, Cascaded Deep Video Deblurring Using Temporal Sharpness Prior, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2020.
[6] Hang Dong, Jinshan Pan, Lei Xiang, Zhe Hu, Xinyi Zhang, Fei Wang, and Ming-Hsuan Yang, Multi-Scale Boosted Dehazing Network with Dense Feature Fusion, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2020.
[7] Jiangxin Dong and Jinshan Pan, Physics-Based Feature Dehazing Networks, European Conference on Computer Vision (ECCV), 2020.
[8] 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.
[9] Jinshan Pan, Yang Liu, Deqing Sun, Jimmy S. J. Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang, Image Formation Model Guided Deep Image Super-Resolution. AAAI Conference on Artificial Intelligence, (AAAI), 11807-11814, 2020.
[10] Songnan Lin, Jiawei Zhang, Jinshan Pan, Yicun Liu, Yongtian Wang, Jing S. J. Chen, and Jimmy S. Ren, Learning to Deblur Face Images via Sketch Synthesis. AAAI Conference on Artificial Intelligence, (AAAI), 2020.
[11] Jiangxin Dong and Jinshan Pan, Deep Outlier Handling for Image Deblurring, IEEE Transactions on Image Processing (IEEE TIP), 2020.
[12] Liang Chen, Jinshan Pan, Junjun Jiang, Jiawei Zhang, and Yi Wu, Robust Face Super-Resolution via Position Relation Model Based on Global Face Context. IEEE Transactions on Image Processing (IEEE TIP), 29: 9002-9016, 2020.
[13] Xinguang Xiang, Hao Wei, and Jinshan Pan, Deep Video Deblurring Using Sharpness Features from Exemplars. IEEE Transactions on Image Processing (IEEE TIP), 29: 8976-8987, 2020.
[14] Runde Li, Jinshan Pan, Min He, Zechao Li, and Jinhui Tang, Task-Oriented Network for Image Dehazing. IEEE Transactions on Image Processing (IEEE TIP), 29: 6523-6534, 2020.
Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, and Ming-Hsuan Yang, Dynamic Scene Deblurring by Depth Guided Model. IEEE Transactions on Image Processing (IEEE TIP), 29: 5273-5288, 2020.
[16] Lerenhan Li, Yunlong Dong, Wenqi Ren, Jinshan Pan, Changxin Gao, Nong Sang, Ming-Hsuan Yang, Semi-Supervised Image Dehazing. IEEE Transactions on Image Processing (IEEE TIP), 29: 2766-2779, 2020.
[17] Wenqi Ren, Jinshan Pan, Hua Zhang, Xiaochun Cao, Ming-Hsuan Yang, Single Image Dehazing via Multi-scale Convolutional Neural Networks with Holistic Edges. International Journal of Computer Vision (IJCV), 128(1): 240-259, 2020.
[18] Jinshan Pan, Jiangxin Dong, Jimmy S. J. Ren, Liang Lin, Jinhui Tang, Ming-Hsuan Yang, Spatially Variant Linear Representation Models for Joint Filtering. IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2019.
[19] Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy S. Ren, DAVANet, Stereo Deblurring With View Aggregation. IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2019.
[20] Yang Liu, Jinshan Pan, Jimmy S. J. Ren, Zhixun Su, Learning Deep Priors for Image Dehazing. International Conference on Computer Vision (IEEE ICCV), 2019.
[21] Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Wangmeng Zuo, Haozhe Xie, Jimmy S. J. Ren, Spatio-Temporal Filter Adaptive Network for Video Deblurring. International Conference on Computer Vision (IEEE ICCV), 2019.
[22] Yibing Song, Jiawei Zhang, Lijun Gong, Shengfeng He, Linchao Bao, Jinshan Pan, Qingxiong Yang, Ming-Hsuan Yang, Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement. International Journal of Computer Vision (IJCV), 127(6-7): 785-800, 2019.
[23] Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, Ming-Hsuan Yang, Blind Image Deblurring via Deep Discriminative Priors. International Journal of Computer Vision (IJCV), 127(8): 1025-1043, 2019.
[24] Liang Chen, Jinshan Pan, Qing Li, Robust Face Image Super-Resolution via Joint Learning of Subdivided Contextual Model. IEEE Transactions on Image Processing (IEEE TIP), 28(12): 5897-5909, 2019.
[25] Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy SJ. Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, and Ming-Hsuan Yang, Learning Dual Convolutional Neural Networks for Low-Level Vision, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2018.
[26] Runde Li, Jinshan Pan, Zechao Li, and Jinhui Tang, Single Image Dehazing via Conditional Generative Adversarial Network, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2018.
[27] Jiawei Zhang, Jinshan Pan, Jimmy SJ. Ren, Yibing Song, Linchao Bao, Rynson Lau, and Ming-Hsuan Yang, Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2018.
[28] Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, and Ming-Hsuan Yang, Learning a Discriminative Prior for Blind Image Deblurring, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2018.
[29] Wenqin Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, Xiaochun Cao, Wei Liu, and Ming-Hsuan Yang, Gated Fusion Network for Single Image Dehazing, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2018.
[30] Yue Luo, Jimmy S.J. Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, and Liang Lin, LSTM Pose Machines, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2018.
[31] Wenqi Ren, Jiawei Zhang, Lin Ma, Jinshan Pan, Xiaochun Cao, Wangmeng Zuo, Wei Liu, and Ming-Hsuan Yang, Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation, Advances in Neural Information Processing Systems (NeurIPS), 2018.
[32] Xiangyu Xu, Jinshan Pan, Yujin Zhang, and Ming-Hsuan Yang, Motion Blur Kernel Estimation via Deep Learning, IEEE Transactions on Image Processing (IEEE TIP), 27(1): 194-205, 2018.
[33] Jiangxin Dong, Jinshan Pan, Deqing Sun, Zhixun Su, and Ming-Hsuan Yang, Learning Data Terms for Non-blind Deblurring, European Conference on Computer Vision (ECCV), 2018.
[34] Hongyan Wang, Jinshan Pan, Zhixun Su, and Songxin Liang, Blind Image Deblurring Using Elastic-Net Based Rank Prior, Computer Vision and Image Understanding (CVIU), 168, 157-171, 2018.
[35] 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 (IEEE ICCV), 2017.
[36] Jiangxin Dong, Jinshan Pan, Zhixun Su, and Ming-Hsuan Yang, Blind Image Deblurring With Outlier Handling, IEEE International Conference on Computer Vision (IEEE ICCV), 2017.
[37] 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 (IEEE ICCV), 2017.
[38] Jiawei Zhang, Jinshan Pan, Wei-Sheng Lai, Rynson Lau, and Ming-Hsuan Yang, Learning Neural Networks for Iterative Non-blind Deconvolution, IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), 2017.
[39] 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 (IEEE ICCV), 2017.
[40] 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 (IEEE CVPR), 2016.
[41] 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 (IEEE CVPR), 2016.
[42] 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 (IEEE CVPR), 2016.
[43] 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.
[44] Wenqi Ren, Xiaochun Cao, Jinshan Pan, Xiaojie Guo, Wangmeng Zuo, and Ming-Hsuan Yang, Image Deblurring via Enhanced Low-Rank Prior, IEEE Transactions on Image Processing (IEEE TIP), 25(7): 3426-3437, 2016.
[45] 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.
[46] 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 (IEEE CVPR), 2014.
[47] Jinshan Pan, Zhe Hu, Zhixun Su, and Ming-Hsuan Yang, Deblurring Face Images with Exemplars, European Conference on Computer Vision (ECCV), 47-62, 2014.