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Simple Baselines for Image Restoration
v1v2v3v4 (latest)

Simple Baselines for Image Restoration

10 April 2022
Liangyu Chen
Xiaojie Chu
Xinming Zhang
Jian Sun
ArXiv (abs)PDFHTMLGithub (2530★)

Papers citing "Simple Baselines for Image Restoration"

50 / 424 papers shown
Title
All-in-one Multi-degradation Image Restoration Network via Hierarchical
  Degradation Representation
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation
Cheng Zhang
Yu Zhu
Qingsen Yan
Jinqiu Sun
Yanning Zhang
85
23
0
06 Aug 2023
Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel
  Prediction Networks
Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel Prediction Networks
Guillermo Varela Carbajal
Patricia Vitoria
José Lezama
Pablo Musé
100
6
0
05 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image
  Restoration
Decomposition Ascribed Synergistic Learning for Unified Image Restoration
Jinghao Zhang
Fengmei Zhao
84
2
0
01 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive
  Review
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review
Dan Zhang
Fangfang Zhou
Felix Albu
Yuan-Gu Wei
Xiaohu Yang
Yuan Gu
Qiang Li
119
25
0
01 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising
Random Sub-Samples Generation for Self-Supervised Real Image Denoising
Yizhong Pan
Xiao Liu
Xiangyu Liao
Yuanzhouhan Cao
Chao Ren
DiffM
71
28
0
31 Jul 2023
On the unreasonable vulnerability of transformers for image restoration
  -- and an easy fix
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix
Shashank Agnihotri
Kanchana Vaishnavi Gandikota
Julia Grabinski
Paramanand Chandramouli
Margret Keuper
78
9
0
25 Jul 2023
A Stronger Stitching Algorithm for Fisheye Images based on Deblurring
  and Registration
A Stronger Stitching Algorithm for Fisheye Images based on Deblurring and Registration
Jing Hao
Jingming Xie
Jinyuan Zhang
Moyun Liu
73
7
0
22 Jul 2023
Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image
  Sensors
Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image Sensors
Haechang Lee
Dongwon Park
Wongi Jeong
Kijeong Kim
Hyunwoo Je
Dongil Ryu
S. Chun
79
9
0
20 Jul 2023
Lighting up NeRF via Unsupervised Decomposition and Enhancement
Lighting up NeRF via Unsupervised Decomposition and Enhancement
Haoyuan Wang
Xiaogang Xu
Ke Xu
Rynson W. H. Lau
79
29
0
20 Jul 2023
Physics-Driven Turbulence Image Restoration with Stochastic Refinement
Physics-Driven Turbulence Image Restoration with Stochastic Refinement
Ajay Jaiswal
Xingguang Zhang
Stanley H. Chan
Zhangyang Wang
80
22
0
20 Jul 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network
Hao Yang
Liyuan Pan
Yan Yang
Richard Hartley
Miaomiao Liu
VLM
91
9
0
19 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time
  Image Deraining
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining
M. Tong
Xu Yan
Yongzhen Wang
52
0
0
19 Jul 2023
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
Yufei Wang
Yi Yu
Wenhan Yang
Lanqing Guo
Lap-Pui Chau
Alex C. Kot
Bihan Wen
DiffM
79
41
0
15 Jul 2023
Sampling-Priors-Augmented Deep Unfolding Network for Robust Video
  Compressive Sensing
Sampling-Priors-Augmented Deep Unfolding Network for Robust Video Compressive Sensing
Yuhao Huang
Gangrong Qu
Youran Ge
44
0
0
14 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive
  Embedding and Ensembling
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling
Tong Li
Hansen Feng
Lizhi Wang
Zhiwei Xiong
Huan Huang
DiffM
75
1
0
08 Jul 2023
Cross-Spatial Pixel Integration and Cross-Stage Feature Fusion Based
  Transformer Network for Remote Sensing Image Super-Resolution
Cross-Spatial Pixel Integration and Cross-Stage Feature Fusion Based Transformer Network for Remote Sensing Image Super-Resolution
Yuting Lu
Lingtong Min
Binglu Wang
Le Zheng
Xiaoxu Wang
Yongqiang Zhao
Teng Long
59
8
0
06 Jul 2023
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in
  the Reference Image
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image
Hang Zou
Masanori Suganuma
Takayuki Okatani
64
1
0
06 Jul 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion
SVNR: Spatially-variant Noise Removal with Denoising Diffusion
Naama Pearl
Ya. A. Brodsky
Dana Berman
A. Zomet
Alex Rav-Acha
Daniel Cohen-Or
Dani Lischinski
DiffM
62
5
0
28 Jun 2023
Cutting-Edge Techniques for Depth Map Super-Resolution
Cutting-Edge Techniques for Depth Map Super-Resolution
Ryan Peterson
Josiah W. Smith
SupR
68
0
0
27 Jun 2023
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image
  Restoration
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration
Jiaqi Ma
Tianheng Cheng
Guoli Wang
Qian Zhang
Xinggang Wang
Lefei Zhang
DiffMVLM
81
48
0
23 Jun 2023
PromptIR: Prompting for All-in-One Blind Image Restoration
PromptIR: Prompting for All-in-One Blind Image Restoration
Vaishnav Potlapalli
Syed Waqas Zamir
Salman Khan
Fahad Shahbaz Khan
VLM
111
95
0
22 Jun 2023
Minimalist and High-Quality Panoramic Imaging with PSF-aware
  Transformers
Minimalist and High-Quality Panoramic Imaging with PSF-aware Transformers
Zhijie Xu
Shaohua Gao
Yao Gao
Kailun Yang
Zhonghua Yi
Haowen Shi
Lei Sun
Kaiwei Wang
107
10
0
22 Jun 2023
LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement
Chang-Hao Wu
Jiangxin Dong
Jinhui Tang
3DV
105
0
0
12 Jun 2023
HQ-50K: A Large-scale, High-quality Dataset for Image Restoration
HQ-50K: A Large-scale, High-quality Dataset for Image Restoration
Qinhong Yang
DongDong Chen
Zhentao Tan
Qiankun Liu
Qi Chu
Jianmin Bao
Lu Yuan
Gang Hua
Nenghai Yu
70
14
0
08 Jun 2023
Normalization-Equivariant Neural Networks with Application to Image
  Denoising
Normalization-Equivariant Neural Networks with Application to Image Denoising
Sébastien Herbreteau
E. Moebel
Charles Kervrann
49
11
0
08 Jun 2023
A Mask Free Neural Network for Monaural Speech Enhancement
A Mask Free Neural Network for Monaural Speech Enhancement
Liangqi Liu
Haixing Guan
Jinlong Ma
Wei Dai
Guang-Yi Wang
Shaowei Ding
80
12
0
07 Jun 2023
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion
  Network for Motion Deblurring
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring
Dan Yang
Mehmet Yamaç
70
4
0
01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration
A Unified Conditional Framework for Diffusion-based Image Restoration
Yuanhang Zhang
Xiaoyu Shi
Dasong Li
Xiaogang Wang
Jian Wang
Hongsheng Li
DiffM
94
26
0
31 May 2023
Ambiguity in solving imaging inverse problems with deep learning based
  operators
Ambiguity in solving imaging inverse problems with deep learning based operators
David Evangelista
E. Morotti
E. L. Piccolomini
J. Nagy
91
10
0
31 May 2023
BASED: Benchmarking, Analysis, and Structural Estimation of Deblurring
BASED: Benchmarking, Analysis, and Structural Estimation of Deblurring
Nikita Alutis
Egor Chistov
M. Dremin
D. Vatolin
60
0
0
27 May 2023
Rethinking PRL: A Multiscale Progressively Residual Learning Network for
  Inverse Halftoning
Rethinking PRL: A Multiscale Progressively Residual Learning Network for Inverse Halftoning
Feiyu Li
Jun Yang
36
1
0
27 May 2023
Image Quality Is Not All You Want: Task-Driven Lens Design for Image
  Classification
Image Quality Is Not All You Want: Task-Driven Lens Design for Image Classification
Xinge Yang
Qiang Fu
Yunfeng Nie
Wolfgang Heidrich
VLM
70
7
0
26 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration
WaveDM: Wavelet-Based Diffusion Models for Image Restoration
Yi Huang
Jiancheng Huang
Jianzhuang Liu
Mingfu Yan
Yu Dong
Jiaxi Lv
Chaoqi Chen
Shifeng Chen
107
44
0
23 May 2023
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results
Yu Dai
Chongyi Li
Shangchen Zhou
Ruicheng Feng
Qingpeng Zhu
Qi Sun
Wenxiu Sun
Chen Change Loy
Jinwei Gu
108
10
0
23 May 2023
Neural Image Re-Exposure
Neural Image Re-Exposure
Xinyu Zhang
Hefei Huang
Xu Jia
D. Wang
Huchuan Lu
77
4
0
23 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration
Restore Anything Pipeline: Segment Anything Meets Image Restoration
Jiaxi Jiang
Christian Holz
VLM
83
8
0
22 May 2023
Reciprocal Attention Mixing Transformer for Lightweight Image
  Restoration
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration
Haram Choi
Cheolwoong Na
Jihyeon Oh
Seungjae Lee
Jinseop S. Kim
Subeen Choe
Jeongmin Lee
Taehoon Kim
Jihoon Yang
92
9
0
19 May 2023
Adaptive aggregation of Monte Carlo augmented decomposed filters for
  efficient group-equivariant convolutional neural network
Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network
Wenzhao Zhao
Barbara D. Wichtmann
Steffen Albert
Angelika Maurer
F. G. Zollner
Ulrike Attenberger
Jurgen Hesser
93
1
0
17 May 2023
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions
  in One Go
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go
Yecong Wan
Mingzhen Shao
Yuanshuo Cheng
YueQin Liu
Zhipeng Bao
47
5
0
17 May 2023
NightHazeFormer: Single Nighttime Haze Removal Using Prior Query
  Transformer
NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer
Yun-Peng Liu
Zhongsheng Yan
Sixiang Chen
Tian-Chun Ye
Wenqi Ren
Erkang Chen
ViT
105
69
0
16 May 2023
Hybrid Transformer and CNN Attention Network for Stereo Image
  Super-resolution
Hybrid Transformer and CNN Attention Network for Stereo Image Super-resolution
Ming Cheng
Haoyu Ma
Qiufang Ma
Xiaopeng Sun
Weiqi Li
Zhenyu Zhang
Xuhan Sheng
Shijie Zhao
Junlin Li
Li Zhang
ViT
65
20
0
09 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
Huiyu Gao
J. Yang
Ying Zhang
Ning Wang
Jing Yang
Depeng Dang
60
18
0
09 May 2023
Dual Degradation Representation for Joint Deraining and Low-Light
  Enhancement in the Dark
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark
X. Lin
Jingtong Yue
Sixian Ding
Chao Ren
Lu Qi
Ming-Hsuan Yang
54
2
0
06 May 2023
Non-Contact Heart Rate Measurement from Deteriorated Videos
Non-Contact Heart Rate Measurement from Deteriorated Videos
Nhi H. Nguyen
L. Nguyen
Constantino Álvarez Casado
O. Silvén
Miguel Bordallo López
56
4
0
28 Apr 2023
Deep sound-field denoiser: optically-measured sound-field denoising
  using deep neural network
Deep sound-field denoiser: optically-measured sound-field denoising using deep neural network
K. Ishikawa
Daiki Takeuchi
Noboru Harada
Takehiro Moriya
67
1
0
27 Apr 2023
SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain
  Knowledge
SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge
Ke-Jia Chen
Liangyan Li
Huan Liu
Yunzhe Li
Congling Tang
Jun Chen
58
15
0
25 Apr 2023
Omni Aggregation Networks for Lightweight Image Super-Resolution
Omni Aggregation Networks for Lightweight Image Super-Resolution
Hang Wang
Xuanhong Chen
Bingbing Ni
Yutian Liu
Jinfan Liu
SupR
94
80
0
20 Apr 2023
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results
Qi Sun
Qingyu Yang
Chongyi Li
Shangchen Zhou
Ruicheng Feng
Yu Dai
Wenxiu Sun
Qingpeng Zhu
Chen Change Loy
Liang Feng
67
5
0
20 Apr 2023
MIPI 2023 Challenge on RGBW Fusion: Methods and Results
MIPI 2023 Challenge on RGBW Fusion: Methods and Results
Qi Sun
Qingyu Yang
Chongyi Li
Shangchen Zhou
Ruicheng Feng
Yu Dai
Wenxiu Sun
Qingpeng Zhu
Chen Change Loy
Liang Feng
57
3
0
20 Apr 2023
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for
  Learned Image Compression
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression
Wei Jiang
Peirong Ning
Jiayu Yang
Yongqi Zhai
Feng Gao
Ronggang Wang
165
7
0
19 Apr 2023
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