MSSNet: Multi-Scale-Stage Network for Single Image Deblurring

19 February 2022

Seungyong Lee

Papers citing "MSSNet: Multi-Scale-Stage Network for Single Image Deblurring"

24 / 24 papers shown

Title
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Jingyun Liang Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 56 0 0 22 Mar 2025
Pathology Image Restoration via Mixture of Prompts Jiangdong Cai Yan Chen Zhenrong Shen Haotian Jiang Honglin Xiong Kai Xuan Lichi Zhang Qian Wang MedIm 48 0 0 16 Mar 2025
Learning Dual-Domain Multi-Scale Representations for Single Image Deraining Shun Zou Yi Zou Mingya Zhang Shipeng Luo Guangwei Gao Guojun Qi 58 0 0 15 Mar 2025
Multi-scale Frequency Enhancement Network for Blind Image Deblurring Yawen Xiang Heng Zhou Chengyang Li Zhongbo Li Yongqiang Xie 25 0 0 11 Nov 2024
A Dataset and Model for Realistic License Plate Deblurring Haoyan Gong Yuzheng Feng Zhenrong Zhang Xianxu Hou Jingxin Liu Siqi Huang Hongbin Liu 16 4 0 21 Apr 2024
Real-world Instance-specific Image Goal Navigation for Service Robots: Bridging the Domain Gap with Contrastive Learning Taichi Sakaguchi Akira Taniguchi Y. Hagiwara Lotfi El Hafi Shoichi Hasegawa T. Taniguchi 33 0 0 15 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 35 0 0 06 Apr 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining Xiang Chen Jinshan Pan Jiangxin Dong AI4CE 31 22 0 02 Apr 2024
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning Yuelin Zhang Pengyu Zheng Wanquan Yan Chengyu Fang Shing Shin Cheng MedIm 27 7 0 05 Mar 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 20 4 0 24 Feb 2024
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network Rui Huang Qingyi Zhao Yan Xing Sihua Gao Weifeng Xu Yuxiang Zhang Wei Fan 23 3 0 22 Jan 2024
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects Yawen Xiang Heng Zhou Chengyang Li Fangwei Sun Zhongbo Li Yongqiang Xie 19 0 0 10 Jan 2024
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 20 2 0 31 Dec 2023
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring Xin Gao Tianheng Qiu Xinyu Zhang Hanlin Bai Kang Liu Xuan Huang Hu Wei Guoying Zhang Huaping Liu 19 9 0 29 Dec 2023
SAM-Deblur: Let Segment Anything Boost Image Deblurring Siwei Li Mingxuan Liu Yating Zhang Shu Chen Haoxiang Li Zifei Dou Hong Chen VLM 31 12 0 05 Sep 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 39 83 0 18 Aug 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 27 18 0 09 May 2023
Depth Super-Resolution from Explicit and Implicit High-Frequency Features Xin Qiao Chenyang Ge Youming Zhang Yanhui Zhou Fabio Tosi Matteo Poggi S. Mattoccia SupR MDE 19 6 0 16 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 16 172 0 01 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 24 14 0 19 Feb 2023
Take a Prior from Other Tasks for Severe Blur Removal Pei Wang Danna Xue Yu Zhu Jinqiu Sun Qingsen Yan Sung-eui Yoon Yanning Zhang 18 1 0 14 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 36 12 0 04 Feb 2023
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,444 0 04 Feb 2021
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 190 5,163 0 16 Sep 2016