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2202.09652
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MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
19 February 2022
Kiyeon Kim
Seungyong Lee
Sunghyun Cho
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Github (201★)
Papers citing
"MSSNet: Multi-Scale-Stage Network for Single Image Deblurring"
24 / 24 papers shown
Pruning Overparameterized Multi-Task Networks for Degraded Web Image Restoration
Thomas Katraouras
Dimitrios Rafailidis
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145
0
0
16 Oct 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
Yuang Ai
Huaibo Huang
Tao Wu
Qihang Fan
Ran He
431
3
0
22 May 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration
Yawei Li
Bin Ren
Christos Sakaridis
Rakesh Ranjan
Mengyuan Liu
Andrii Zadaianchuk
Ming-Hsuan Yang
Luca Benini
458
2
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
358
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
326
2
0
15 Mar 2025
Multi-scale Frequency Enhancement Network for Blind Image Deblurring
Yawen Xiang
Heng Zhou
Chengyang Li
Zhongbo Li
Yongqiang Xie
229
1
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
254
9
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
218
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
359
1
0
06 Apr 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining
Computer Vision and Pattern Recognition (CVPR), 2024
Xiang Chen
Jinshan Pan
Jiangxin Dong
AI4CE
217
100
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
381
18
0
05 Mar 2024
Learning to See Through Dazzle
Xiaopeng Peng
Erin F. Fleet
A. Watnik
Grover A. Swartzlander
GAN
AAML
349
6
0
24 Feb 2024
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Rui Huang
Qingyi Zhao
Yan Xing
Sihua Gao
Weifeng Xu
Yuxiang Zhang
Wei Fan
371
11
0
22 Jan 2024
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects
The Visual Computer (VC), 2024
Yawen Xiang
Heng Zhou
Chengyang Li
Fangwei Sun
Zhongbo Li
Yongqiang Xie
284
0
0
10 Jan 2024
UGPNet: Universal Generative Prior for Image Restoration
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Hwayoon Lee
Kyoungkook Kang
Hyeongmin Lee
Seung-Hwan Baek
Sunghyun Cho
DiffM
319
3
0
31 Dec 2023
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
Computer Vision and Pattern Recognition (CVPR), 2023
Xin Gao
Tianheng Qiu
Xinyu Zhang
Hanlin Bai
Kang Liu
Xuan Huang
Hu Wei
Guoying Zhang
Huaping Liu
341
55
0
29 Dec 2023
SAM-Deblur: Let Segment Anything Boost Image Deblurring
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Siwei Li
Mingxuan Liu
Yating Zhang
Shu Chen
Haoxiang Li
Zifei Dou
Hong Chen
VLM
260
30
0
05 Sep 2023
Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey
International Journal of Computer Vision (IJCV), 2023
Xin Li
Yulin Ren
Xin Jin
Cuiling Lan
Xingyu Wang
Wenjun Zeng
Xinchao Wang
Zhibo Chen
466
163
0
18 Aug 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
The Visual Computer (TVC), 2023
Huiyu Gao
J. Yang
Ying Zhang
Ning Wang
Jing Yang
Depeng Dang
178
27
0
09 May 2023
Depth Super-Resolution from Explicit and Implicit High-Frequency Features
Computer Vision and Image Understanding (CVIU), 2023
Xin Qiao
Chenyang Ge
Youming Zhang
Yanhui Zhou
Fabio Tosi
Matteo Poggi
S. Mattoccia
SupR
MDE
287
10
0
16 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2023
Yawei Li
Yuchen Fan
Xiaoyu Xiang
D. Demandolx
Rakesh Ranjan
Radu Timofte
Luc Van Gool
332
307
0
01 Mar 2023
Mixed Hierarchy Network for Image Restoration
Pattern Recognition (Pattern Recogn.), 2023
Huiyu Gao
Depeng Dang
318
37
0
19 Feb 2023
Take a Prior from Other Tasks for Severe Blur Removal
Computer Vision and Image Understanding (CVIU), 2023
Pei Wang
Danna Xue
Yu Zhu
Jinqiu Sun
Qingsen Yan
Sung-eui Yoon
Yanning Zhang
195
5
0
14 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet
Lingyan Ruan
Mojtaba Bemana
Hans-peter Seidel
K. Myszkowski
Bin Chen
265
30
0
04 Feb 2023
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