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Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning
  CNN for Single Image De-Raining

Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining

Computer Vision and Pattern Recognition (CVPR), 2019
12 June 2019
R. Yasarla
Vishal M. Patel
ArXiv (abs)PDFHTMLGithub (23★)

Papers citing "Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining"

50 / 118 papers shown
Title
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
179
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
60
0
0
16 Oct 2025
PRISM: Progressive Rain removal with Integrated State-space Modeling
PRISM: Progressive Rain removal with Integrated State-space Modeling
Pengze Xue
Shanwen Wang
Fei Zhou
Yan Cui
Xin Sun
79
1
0
30 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
62
0
0
31 Jul 2025
Robust Adverse Weather Removal via Spectral-based Spatial Grouping
Robust Adverse Weather Removal via Spectral-based Spatial Grouping
Yuhwan Jeong
Yunseo Yang
Youngho Yoon
Kuk-Jin Yoon
154
0
0
30 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
118
1
0
23 Jul 2025
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
Hainuo Wang
Qiming Hu
Xiaojie Guo
195
1
0
23 May 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
233
4
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
310
14
0
19 May 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
182
1
0
17 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
939
1
0
07 Apr 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
281
3
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
863
9
0
21 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
394
4
0
18 Mar 2025
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
380
2
0
18 Feb 2025
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
1.1K
23
0
27 Nov 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image RestorationComputer Vision and Pattern Recognition (CVPR), 2024
Sudarshan Rajagopalan
Nithin Gopalakrishnan Nair
Jay N. Paranjape
Vishal M. Patel
DiffM
423
5
0
26 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration
Joint multi-dimensional dynamic attention and transformer for general image restorationComputer Vision and Image Understanding (CVIU), 2024
Huan Zhang
Xu Zhang
Nian Cai
Jianglei Di
Yun Zhang
ViT
306
2
0
12 Nov 2024
End-to-end Inception-Unet based Generative Adversarial Networks for Snow
  and Rain Removals
End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals
Ibrahim Kajo
Mohamed Kas
Yassine Ruichek
GAN
246
0
0
07 Nov 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather ConditionsIEEE Transactions on Image Processing (TIP), 2024
Wenfeng Huang
Guoan Xu
Wenjing Jia
Stuart W. Perry
Guangwei Gao
531
2
0
27 Sep 2024
A Hybrid Transformer-Mamba Network for Single Image Deraining
A Hybrid Transformer-Mamba Network for Single Image Deraining
Shangquan Sun
Wenqi Ren
Juxiang Zhou
Jianhou Gan
Rui Wang
Xiaochun Cao
Mamba
266
12
0
31 Aug 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image RestorationIEEE Transactions on Image Processing (TIP), 2024
Xu Zhang
Jiaqi Ma
Guoli Wang
Qian Zhang
Huan Zhang
Lefei Zhang
VLM
493
29
0
28 Aug 2024
HAIR: Hypernetworks-based All-in-One Image Restoration
HAIR: Hypernetworks-based All-in-One Image Restoration
Jin Cao
Yi Cao
Li Pang
Deyu Meng
Xiangyong Cao
3DH
226
17
0
15 Aug 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image
  Restoration
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration
Xiaoyan Yu
Shen Zhou
Huafeng Li
Liehuang Zhu
180
12
0
27 Jul 2024
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop
  Removal
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal
Yeying Jin
Xin Li
Jiadong Wang
Yan Zhang
Malu Zhang
137
17
0
24 Jul 2024
Adaptive Frequency Enhancement Network for Single Image Deraining
Adaptive Frequency Enhancement Network for Single Image Deraining
Fei Yan
Yuhong He
Keyu Chen
En Cheng
Jikang Ma
178
3
0
19 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer
Restoring Images in Adverse Weather Conditions via Histogram Transformer
Shangquan Sun
Wenqi Ren
Xinwei Gao
Rui Wang
Xiaochun Cao
203
82
0
14 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation
OneRestore: A Universal Restoration Framework for Composite Degradation
Yu Guo
Yuan Gao
Yuxu Lu
Huilin Zhu
R. W. Liu
Shengfeng He
DiffM
289
58
0
05 Jul 2024
MDeRainNet: An Efficient Macro-pixel Image Rain Removal Network
MDeRainNet: An Efficient Macro-pixel Image Rain Removal Network
Tao Yan
Weijiang He
Chenglong Wang
Cihang Wei
Xiangjie Zhu
Yinghui Wang
Rynson W. H. Lau
231
0
0
15 Jun 2024
FourierMamba: Fourier Learning Integration with State Space Models for
  Image Deraining
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
Dong Li
Yidi Liu
Xueyang Fu
Senyan Xu
Zheng-Jun Zha
Mamba
254
22
0
29 May 2024
Efficient Degradation-aware Any Image Restoration
Efficient Degradation-aware Any Image Restoration
Eduard Zamfir
Zongwei Wu
Nancy Mehta
Danda Dani Paudel
Yulun Zhang
Radu Timofte
223
8
0
24 May 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks
  with Adapters
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters
Hao-Wei Chen
Yu-Syuan Xu
Kelvin C. K. Chan
Hsien-Kai Kuo
Chun-Yi Lee
Ming-Hsuan Yang
183
2
0
17 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image
  Deraining
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining
Zou Zhen
Yu Hu
Zhao Feng
Mamba
212
77
0
15 Apr 2024
Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image
  Restoration
Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration
Akshay Dudhane
Omkar Thawakar
Syed Waqas Zamir
Salman Khan
Fahad Shahbaz Khan
Ming-Hsuan Yang
AI4CE
226
15
0
02 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical
  Attentions
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions
Zhijun Tu
Kunpeng Du
Hanting Chen
Hai-lin Wang
Wei Li
Jie Hu
Yunhe Wang
ViT
223
9
0
31 Mar 2024
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in
  Adverse Weather
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather
Blake Gella
Howard Zhang
Rishi Upadhyay
Tiffany Chang
Nathan Wei
Matthew Waliman
Yunhao Bao
C. Melo
Alex Wong
A. Kadambi
125
0
0
21 Mar 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and
  Modulation
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
Yuning Cui
Syed Waqas Zamir
Salman Khan
Alois Knoll
Mubarak Shah
Fahad Shahbaz Khan
201
74
0
21 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration
VmambaIR: Visual State Space Model for Image Restoration
Yuan Shi
Bin Xia
Xiaoyu Jin
Xing Wang
Tianyu Zhao
Xin Xia
Xuefeng Xiao
Wenming Yang
170
121
0
18 Mar 2024
How Powerful Potential of Attention on Image Restoration?
How Powerful Potential of Attention on Image Restoration?
Cong Wang
Jinshan Pan
Yeying Jin
Liyan Wang
Wei Wang
Gang Fu
Wenqi Ren
Xiaochun Cao
ViT
194
1
0
15 Mar 2024
Dual-Path Coupled Image Deraining Network via Spatial-Frequency
  Interaction
Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction
Yuhong He
Aiwen Jiang
Lingfang Jiang
Zhifeng Wang
Lu Wang
114
10
0
07 Feb 2024
U-shaped Vision Mamba for Single Image Dehazing
U-shaped Vision Mamba for Single Image Dehazing
Zhuoran Zheng
Chen Henry Wu
288
59
0
06 Feb 2024
LIR: A Lightweight Baseline for Image Restoration
LIR: A Lightweight Baseline for Image Restoration
Dongqi Fan
Ting Yue
Xin Zhao
Renjing Xu
Liang Chang
187
2
0
02 Feb 2024
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration
Yimin Xu
Nanxi Gao
Zhongyun Shan
Jiayi Ji
Rongrong Ji
189
7
0
24 Jan 2024
LLMRA: Multi-modal Large Language Model based Restoration Assistant
LLMRA: Multi-modal Large Language Model based Restoration Assistant
Xiaoyu Jin
Yuan Shi
Bin Xia
Wenming Yang
173
8
0
21 Jan 2024
DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining
DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining
Bingcai Wei
103
0
0
16 Jan 2024
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in
  Adverse Weather
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather
Blake Gella
Howard Zhang
Rishi Upadhyay
Tiffany Chang
Matthew Waliman
Yunhao Ba
Alex Wong
A. Kadambi
186
7
0
15 Dec 2023
Multi-task Image Restoration Guided By Robust DINO Features
Multi-task Image Restoration Guided By Robust DINO Features
Xin Lin
Chao Ren
Kelvin C. K. Chan
Lu Qi
Jinshan Pan
Ming-Hsuan Yang
307
11
0
04 Dec 2023
Dynamic Association Learning of Self-Attention and Convolution in Image
  Restoration
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration
Kui Jiang
Xuemei Jia
Wenxin Huang
Wenbin Wang
Zheng Wang
Junjun Jiang
142
1
0
09 Nov 2023
Neural Degradation Representation Learning for All-In-One Image
  Restoration
Neural Degradation Representation Learning for All-In-One Image Restoration
Mingde Yao
Ruikang Xu
Yuanshen Guan
Jie Huang
Zhiwei Xiong
173
49
0
19 Oct 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark
Towards Unified Deep Image Deraining: A Survey and A New BenchmarkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Xiang Chen
Jin-shan Pan
Jiangxin Dong
Jinhui Tang
181
44
0
05 Oct 2023
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