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Multi-Scale Progressive Fusion Network for Single Image Deraining
v1v2 (latest)

Multi-Scale Progressive Fusion Network for Single Image Deraining

Computer Vision and Pattern Recognition (CVPR), 2020
24 March 2020
Kui Jiang
Zhongyuan Wang
Peng Yi
Chong Chen
Baojin Huang
Yimin Luo
Jiayi Ma
Junjun Jiang
ArXiv (abs)PDFHTMLGithub (166★)

Papers citing "Multi-Scale Progressive Fusion Network for Single Image Deraining"

50 / 246 papers shown
Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba
Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba
Liwen Pan
Longguang Wang
Guangwei Gao
Jun Wang
Jun Shi
Juncheng Billy Li
Mamba
216
0
0
03 Dec 2025
Exploring the Potentials of Spiking Neural Networks for Image Deraining
Exploring the Potentials of Spiking Neural Networks for Image Deraining
Shuang Chen
T. Krajník
F. Arvin
Amir Atapour-Abarghouei
179
0
0
01 Dec 2025
Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining
Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining
Zhaocheng Yu
Kui Jiang
Junjun Jiang
Xianming Liu
Guanglu Sun
Yi Xiao
189
1
0
17 Nov 2025
Physically Interpretable Multi-Degradation Image Restoration via Deep Unfolding and Explainable Convolution
Physically Interpretable Multi-Degradation Image Restoration via Deep Unfolding and Explainable Convolution
Hu Gao
Xiaoning Lei
X. Xu
Depeng Dang
Lizhuang Ma
145
0
0
13 Nov 2025
Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning
Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning
Q. Yang
Xiang-Zhong Chen
Pengpeng Li
Qiyuan Guan
Guiyue Jin
Jiyu Jin
191
3
0
10 Nov 2025
Learning to Restore Multi-Degraded Images via Ingredient Decoupling and Task-Aware Path Adaptation
Learning to Restore Multi-Degraded Images via Ingredient Decoupling and Task-Aware Path Adaptation
Hu Gao
Xiaoning Lei
Ying Zhang
Xichen Xu
Guannan Jiang
Lizhuang Ma
260
0
0
07 Nov 2025
Residual Diffusion Bridge Model for Image Restoration
Residual Diffusion Bridge Model for Image Restoration
H. Wang
Jing Zhang
Haoyang Chen
Haonan Guo
Di Wang
Jiayi Ma
Bo Du
340
6
0
27 Oct 2025
Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
Qiyuan Guan
Xiang-Zhong Chen
Guiyue Jin
Jiyu Jin
Shumin Fan
Tianyu Song
Jinshan Pan
180
3
0
20 Oct 2025
WaMaIR: Image Restoration via Multiscale Wavelet Convolutions and Mamba-based Channel Modeling with Texture Enhancement
WaMaIR: Image Restoration via Multiscale Wavelet Convolutions and Mamba-based Channel Modeling with Texture Enhancement
Shengyu Zhu
Congyi Fan
Fuxuan Zhang
327
0
0
19 Oct 2025
Pruning Overparameterized Multi-Task Networks for Degraded Web Image Restoration
Pruning Overparameterized Multi-Task Networks for Degraded Web Image Restoration
Thomas Katraouras
Dimitrios Rafailidis
VLM
163
0
0
16 Oct 2025
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
Vijay M. Galshetwar
Praful Hambarde
Prashant Patil
Akshay Dudhane
Sachin Chaudhary
171
1
0
10 Oct 2025
DeRainMamba: A Frequency-Aware State Space Model with Detail Enhancement for Image Deraining
DeRainMamba: A Frequency-Aware State Space Model with Detail Enhancement for Image DerainingIEEE Signal Processing Letters (IEEE SPL), 2025
Zhiliang Zhu
Tao Zeng
Tao Yang
Guoliang Luo
Jiyong Zeng
Mamba
275
1
0
08 Oct 2025
Personalized Vision via Visual In-Context Learning
Personalized Vision via Visual In-Context Learning
Yuxin Jiang
Yuchao Gu
Yiren Song
Ivor Tsang
Mike Zheng Shou
VLM
217
14
0
29 Sep 2025
Degradation-Aware All-in-One Image Restoration via Latent Prior Encoding
Degradation-Aware All-in-One Image Restoration via Latent Prior Encoding
S. Sharif
Abdur Rehman
Fayaz Ali Dharejo
Radu Timofte
R. A. Naqvi
DiffM
225
0
0
22 Sep 2025
NDLPNet: A Location-Aware Nighttime Deraining Network and a Real-World Benchmark Dataset
NDLPNet: A Location-Aware Nighttime Deraining Network and a Real-World Benchmark Dataset
Huichun Liu
Xiaosong Li
Yang Liu
Xiaoqi Cheng
Haishu Tan
125
0
0
17 Sep 2025
WeatherBench: A Real-World Benchmark Dataset for All-in-One Adverse Weather Image Restoration
WeatherBench: A Real-World Benchmark Dataset for All-in-One Adverse Weather Image Restoration
Qiyuan Guan
Q. Yang
Xiang-Zhong Chen
Tianyu Song
Guiyue Jin
Jiyu Jin
207
15
0
15 Sep 2025
Single Image Rain Streak Removal Using Harris Corner Loss and R-CBAM Network
Single Image Rain Streak Removal Using Harris Corner Loss and R-CBAM Network
Jongwook Si
Sungyoung Kim
159
0
0
31 Jul 2025
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
Hanzhou Liu
Binghan Li
Chengkai Liu
Mi Lu
205
1
0
23 Jul 2025
Exploring Scalable Unified Modeling for General Low-Level Vision
Exploring Scalable Unified Modeling for General Low-Level Vision
Xiangyu Chen
Kaiwen Zhu
Yuandong Pu
Shuo Cao
Xiaohui Li
Wenlong Zhang
Yihao Liu
Yu Qiao
Jiantao Zhou
Chao Dong
323
5
0
20 Jul 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
Visual-Instructed Degradation Diffusion for All-in-One Image RestorationComputer Vision and Pattern Recognition (CVPR), 2025
Wenyang Luo
Haina Qin
Zewen Chen
L. xilinx Wang
Dandan Zheng
Yuming Li
Yufan Liu
B. Li
Weiming Hu
315
14
0
20 Jun 2025
Towards Better De-raining Generalization via Rainy Characteristics Memorization and Replay
Towards Better De-raining Generalization via Rainy Characteristics Memorization and Replay
Kunyu Wang
Xueyang Fu
Chengzhi Cao
Chengjie Ge
Wei-dong Zhai
Zheng-jun Zha
DD
449
1
0
03 Jun 2025
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video DerainingComputer Vision and Pattern Recognition (CVPR), 2025
Shangquan Sun
Wenqi Ren
Juxiang Zhou
Shu Wang
Jianhou Gan
Xiaochun Cao
373
6
0
22 May 2025
Degradation-Aware Feature Perturbation for All-in-One Image Restoration
Degradation-Aware Feature Perturbation for All-in-One Image RestorationComputer Vision and Pattern Recognition (CVPR), 2025
Xiangpeng Tian
Xiangyu Liao
Xiao Liu
Meng Li
Chao Ren
DiffM
491
25
0
19 May 2025
A Preliminary Study on GPT-Image Generation Model for Image Restoration
A Preliminary Study on GPT-Image Generation Model for Image Restoration
Hao Yang
Yiran Yang
Ruikun Zhang
Liyuan Pan
493
2
0
08 May 2025
Multi-Scale Graph Learning for Anti-Sparse Downscaling
Multi-Scale Graph Learning for Anti-Sparse DownscalingAAAI Conference on Artificial Intelligence (AAAI), 2025
Yingda Fan
Runlong Yu
Janet R. Barclay
A. Appling
Yiming Sun
Yiqun Xie
Xiaowei Jia
AI4CE
294
4
0
03 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
Jian Shu
Jing Zhang
Haonan Guo
Haiyan Zhao
Jiayi Ma
Bo Du
497
4
0
30 Apr 2025
DPMambaIR: All-in-One Image Restoration via Degradation-Aware Prompt State Space Model
DPMambaIR: All-in-One Image Restoration via Degradation-Aware Prompt State Space Model
Ziqiang Liu
Shuigeng Zhou
Yuchao Dai
Yang Wang
Yisheng An
Xiangmo Zhao
615
3
0
24 Apr 2025
Cross Paradigm Representation and Alignment Transformer for Image Deraining
Cross Paradigm Representation and Alignment Transformer for Image Deraining
Shun Zou
Yi Zou
Jiajun Li
Guangwei Gao
Guojun Qi
350
8
0
23 Apr 2025
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration
Qifan Li
Tianyi Liang
Xingtao Wang
Xiaopeng Fan
ViT
326
1
0
23 Apr 2025
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing
Mehmet Yamaç
Muhammad Numan Yousaf
S. Kiranyaz
Moncef Gabbouj
326
2
0
17 Apr 2025
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results
Xin Li
Yeying Jin
Xin Jin
Zongwei Wu
Bingchen Li
...
Jieyuan Pei
Zheng Li
Jingchao Wang
Haoyu Bian
Haoran Sun
393
28
0
17 Apr 2025
An Efficient and Mixed Heterogeneous Model for Image Restoration
An Efficient and Mixed Heterogeneous Model for Image Restoration
Yubin Gu
Yuan Meng
Kaihang Zheng
Xiaoshuai Sun
Jinfa Huang
Weijian Ruan
Liujuan Cao
Rongrong Ji
469
3
0
15 Apr 2025
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration
Gang Wu
Junjun Jiang
Kui Jiang
Xianming Liu
Liqiang Nie
VLMCLL
739
4
0
14 Apr 2025
Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration
Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration
Jiawei Wu
Zhifei Yang
Zihan Wang
Zhi Jin
438
1
0
12 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision
Yuandong Pu
Le Zhuo
Kaiwen Zhu
Liangbin Xie
Wenlong Zhang
Xiangyu Chen
Peng Gao
Botian Shi
Chao Dong
Yihao Liu
MLLM
404
15
0
07 Apr 2025
DSwinIR: Rethinking Window-based Attention for Image Restoration
DSwinIR: Rethinking Window-based Attention for Image Restoration
Gang Wu
Junjun Jiang
Kui Jiang
Xianming Liu
Liqiang Nie
ViT
1.2K
1
0
07 Apr 2025
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image DerainingComputer Vision and Pattern Recognition (CVPR), 2025
Guanglu Dong
Tianheng Zheng
Yuanzhouhan Cao
L. Qing
Chao Ren
DiffM
380
10
0
24 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration
Cat-AIR: Content and Task-Aware All-in-One Image Restoration
Jiachen Jiang
Tianyu Ding
Jianchao Tan
Jinxin Zhou
Tianyi Chen
Ilya Zharkov
Zhihui Zhu
Luming Liang
464
4
0
23 Mar 2025
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding NetworksComputer Vision and Pattern Recognition (CVPR), 2025
Haijin Zeng
Xiangming Wang
Yongyong Chen
Jingyong Su
Jie Liu
1.0K
23
0
21 Mar 2025
Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2025
Xiangyu Li
Wanshu Fan
Yue Shen
C. Wang
Wei Wang
X. Yang
Qiang Zhang
D. Zhou
304
4
0
20 Mar 2025
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability
Jiankang Wang
Zhihan Zhang
Zhihang Liu
Yongqian Li
Jiannan Ge
Hongtao Xie
Yongdong Zhang
570
6
0
18 Mar 2025
Learning Dual-Domain Multi-Scale Representations for Single Image Deraining
Learning Dual-Domain Multi-Scale Representations for Single Image Deraining
Shun Zou
Yi Zou
Mingya Zhang
Shipeng Luo
Guangwei Gao
Guojun Qi
327
2
0
15 Mar 2025
Learning from Rendering: Realistic and Controllable Extreme Rainy Image Synthesis for Autonomous Driving Simulation
Learning from Rendering: Realistic and Controllable Extreme Rainy Image Synthesis for Autonomous Driving Simulation
Kaibin Zhou
Kaifeng Huang
Hao Deng
Zelin Tao
Ziniu Liu
Lin Zhang
Shengjie Zhao
361
0
0
23 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
Denoising as Adaptation: Noise-Space Domain Adaptation for Image RestorationInternational Conference on Learning Representations (ICLR), 2024
Kang Liao
Zongsheng Yue
Zhouxia Wang
Chen Change Loy
509
14
0
20 Feb 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining
Jinfan Hu
Zhiyuan You
Jinjin Gu
Kaiwen Zhu
Tianfan Xue
Chao Dong
588
4
0
18 Feb 2025
Quaternion-Hadamard Network: A Novel Defense Against Adversarial Attacks with a New Dataset
Quaternion-Hadamard Network: A Novel Defense Against Adversarial Attacks with a New Dataset
V. Frants
S. Agaian
AAML
338
1
0
12 Feb 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
Junyu Xia
Jiesong Bai
Yihang Dong
ViT
750
4
0
21 Jan 2025
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent
  Training for Image Restoration
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration
Xinlong Cheng
Tiantian Cao
Guoan Cheng
Bangxuan Huang
Xinghan Tian
Ye Wang
Xiaoyu He
Weixin Li
Tianfan Xue
Xuan Dong
DiffM
285
2
0
17 Dec 2024
FoundIR: Unleashing Million-scale Training Data to Advance Foundation
  Models for Image Restoration
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration
Hao Li
Xiang Chen
Jiangxin Dong
Jinhui Tang
Jinshan Pan
353
24
0
02 Dec 2024
Complexity Experts are Task-Discriminative Learners for Any Image Restoration
Complexity Experts are Task-Discriminative Learners for Any Image RestorationComputer Vision and Pattern Recognition (CVPR), 2024
Eduard Zamfir
Zongwei Wu
Nancy Mehta
Yuedong Tan
Danda Pani Paudel
Yulun Zhang
Radu Timofte
MoE
1.2K
56
0
27 Nov 2024
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