Jinshan Pan

1. Towards Unified Deep Image Deraining: A Survey and A New Benchmark
   2023/10/05 by Xiang Chen, Chen, Xiang, Jinshan Pan +5 · 13 citations
   Computer Science · #Image Enhancement Techniques #Advanced Image Processing Techniques #Advanced Neural Network Applications
2. The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
   2024/04/16 by Bin Ren, Ren, Bin, Nancy Mehta +227 · 12 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. DAVANet: Stereo Deblurring with View Aggregation
   2019/04/10 by Shangchen Zhou, Jiawei Zhang, Zhou, Shangchen +9 · 5 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
4. Gated Fusion Network for Single Image Dehazing
   2018/03/31 by Wenqi Ren, Ren, Wenqi, Lin Ma +11 · 4 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
5. FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction
   2022/11/25 by Haoran Bai, Bai, Haoran, Di Kang +7 · 6 citations
   Computer Science · Medicine · #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Generative Adversarial Networks and Image Synthesis
6. Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring
   2021/12/09 by Chao Zhu, Zhu, Chao, Hang Dong +11 · 5 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
7. Correlation Matching Transformation Transformers for UHD Image Restoration
   2024/06/02 by Cong Wang, Wang, Cong, Jinshan Pan +13 · 9 citations
   Computer Science · #Advanced Data Storage Technologies #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
8. Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
   2024/03/30 by Shihao Zhou, Jinshan Pan, Zhou, Shihao +9 · 7 citations
   Engineering · Computer Science · #Image Processing Techniques and Applications #Photoacoustic and Ultrasonic Imaging #Image and Signal Denoising Methods
9. BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-based Video Colorization
   2022/12/05 by Yixin Yang, Yang, Yixin, Zhongzheng Peng +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #melanin and skin pigmentation
10. NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results
    2022/05/11 by Yawei Li, Kai Zhang, Li, Yawei +207 · 3 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
11. FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
    2024/11/27 by Junyang Chen, Chen, Junyang, Jinshan Pan +3 · 6 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
12. Physics-Based Generative Adversarial Models for Image Restoration and Beyond
    2018/08/02 by Jinshan Pan, Pan, Jinshan, Jiangxin Dong +13 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
13. UltraVSR: Achieving Ultra-Realistic Video Super-Resolution with Efficient One-Step Diffusion Space
    2025/05/26 by Yong Liu, Jinshan Pan, Liu, Yong +11 · 5 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
14. Ultra-High-Definition Image Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution
    2024/06/19 by Liyan Wang, Cong Wang, Wang, Liyan +12 · 2 citations
    Physics and Astronomy · #Advanced Optical Sensing Technologies
15. Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report
    2022/11/07 by Andrey Ignatov, Radu Timofte, Ignatov, Andrey +188 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
16. The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
    2025/04/14 by Bin Ren, Ren, Bin, Hang Guo +235 · 5 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
17. SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
    2023/03/13 by Cong Wang, Jinshan Pan, Wang, Cong +7 · 1 citation
    Computer Science · #Image Enhancement Techniques #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
18. Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring
    2023/08/10 by Liang Chen, Chen, Liang, Jiawei Zhang +11 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
19. The Second LoViF 2026 Challenge on Real-World All-in-One Image Restoration: Methods and Results
    2026/07/23 by Xiang Chen, Hao Li, Jiangxin Dong +89
    #cs.CV