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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
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
85
38
0
14 Jul 2024
Region Attention Transformer for Medical Image Restoration
Region Attention Transformer for Medical Image Restoration
Zhiwen Yang
Haowei Chen
Ziniu Qian
Yang Zhou
Hui Zhang
Dan Zhao
Bingzheng Wei
Yan Xu
MedImViT
42
4
0
12 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising
  Transformer
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer
Yuanfei Huang
Hua Huang
ViT
77
1
0
12 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection
  for Image Restoration
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration
Hu Gao
Depeng Dang
75
1
0
12 Jul 2024
Multi-scale Conditional Generative Modeling for Microscopic Image
  Restoration
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration
Luzhe Huang
Xiongye Xiao
Shixuan Li
Jiawen Sun
Yi Huang
Aydogan Ozcan
Paul Bogdan
MedImDiffM
73
3
0
07 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
124
33
0
05 Jul 2024
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal
  Image Restoration
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration
Yuhong Zhang
Hengsheng Zhang
Xinning Chai
Zhengxue Cheng
Rong Xie
Li Song
Wenjun Zhang
DiffM
74
5
0
04 Jul 2024
BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event
  Stream
BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream
Wenpu Li
Pian Wan
Peng Wang
Jinghang Li
Yi Zhou
Peidong Liu
108
8
0
02 Jul 2024
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow
  Removal
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal
Ziqi Zeng
Chen Zhao
Weiling Cai
Chenyu Dong
DiffM
93
4
0
01 Jul 2024
Instruct-IPT: All-in-One Image Processing Transformer via Weight
  Modulation
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation
Yuchuan Tian
Jianhong Han
Hanting Chen
Yuanyuan Xi
Guoyang Zhang
Jie Hu
Chao Xu
Yunhe Wang
ViTVLM
82
8
0
30 Jun 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration
ConStyle v2: A Strong Prompter for All-in-One Image Restoration
Dongqi Fan
Junhao Zhang
Liang Chang
VLM
74
2
0
26 Jun 2024
MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare
  Removal
MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal
Yiguo Jiang
Xuhang Chen
Chi-Man Pun
Shuqiang Wang
Wei Feng
56
12
0
26 Jun 2024
Learning Accurate and Enriched Features for Stereo Image
  Super-Resolution
Learning Accurate and Enriched Features for Stereo Image Super-Resolution
Hu Gao
Depeng Dang
SupR
58
2
0
23 Jun 2024
NTIRE 2024 Challenge on Night Photography Rendering
NTIRE 2024 Challenge on Night Photography Rendering
Egor Ershov
Artyom Panshin
Oleg Karasev
Sergey Korchagin
Shepelev Lev
...
Qihua Cheng
Fangpu Zhang
Zhiqiang Xu
Jingyu Yang
Huanjing Yue
104
26
0
18 Jun 2024
Technique Report of CVPR 2024 PBDL Challenges
Technique Report of CVPR 2024 PBDL Challenges
Ying Fu
Yu Li
Shaodi You
Boxin Shi
Linwei Chen
...
Songyin Dai
Sen Jia
Junpei Zhang
Puhua Chen
Qihang Li
83
0
0
15 Jun 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of
  Image Deblurring
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
Xintian Mao
Qingli Li
Yan Wang
90
17
0
13 Jun 2024
Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising
Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising
Hao Liang
Chengjie
Kun Li
Xin Tian
67
1
0
13 Jun 2024
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
Juncheng Wu
Zhangkai Ni
Hanli Wang
Wenhan Yang
Yuyin Zhou
Shiqi Wang
73
1
0
12 Jun 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera
Senyan Xu
Zhijing Sun
Jiaying Zhu
Yurui Zhu
Xueyang Fu
Zheng-Jun Zha
74
3
0
12 Jun 2024
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring
Huicong Zhang
Haozhe Xie
Huanjin Yao
55
8
0
11 Jun 2024
Beware of Aliases -- Signal Preservation is Crucial for Robust Image
  Restoration
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration
Shashank Agnihotri
Julia Grabinski
Janis Keuper
Margret Keuper
90
5
0
11 Jun 2024
MUSE: Flexible Voiceprint Receptive Fields and Multi-Path Fusion
  Enhanced Taylor Transformer for U-Net-based Speech Enhancement
MUSE: Flexible Voiceprint Receptive Fields and Multi-Path Fusion Enhanced Taylor Transformer for U-Net-based Speech Enhancement
Zizhen Lin
Xiaoting Chen
Junyu Wang
96
3
0
07 Jun 2024
End-to-End Hybrid Refractive-Diffractive Lens Design with Differentiable
  Ray-Wave Model
End-to-End Hybrid Refractive-Diffractive Lens Design with Differentiable Ray-Wave Model
Xinge Yang
Matheus Souza
Kunyi Wang
Praneeth Chakravarthula
Qiang Fu
Wolfgang Heidrich
49
6
0
02 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
Bin Ren
Yawei Li
Christos Sakaridis
Rakesh Ranjan
Mengyuan Liu
Rita Cucchiara
Luc Van Gool
Ming-Hsuan Yang
N. Sebe
115
7
0
30 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
97
6
0
24 May 2024
Efficient Visual State Space Model for Image Deblurring
Efficient Visual State Space Model for Image Deblurring
Lingshun Kong
Jiangxin Dong
J. Tang
Jinshan Pan
Jinshan Pan
110
4
0
23 May 2024
Emphasizing Crucial Features for Efficient Image Restoration
Emphasizing Crucial Features for Efficient Image Restoration
Huiyu Gao
Bowen Ma
Ying Zhang
Jing Yang
Jing Yang
Depeng Dang
67
0
0
19 May 2024
NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image
  Super-Resolution
NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image Super-Resolution
Yihong Chen
Zhen Fan
Shuai Dong
Zhiwei Chen
Wenjie Li
...
Min Zeng
Xubing Lu
G. Zhou
Xingsen Gao
Jun-Ming Liu
43
0
0
14 May 2024
Learning A Spiking Neural Network for Efficient Image Deraining
Learning A Spiking Neural Network for Efficient Image Deraining
Tianyu Song
Guiyue Jin
Pengpeng Li
Kui Jiang
Xiang Chen
Jiyu Jin
107
11
0
10 May 2024
RPBG: Towards Robust Neural Point-based Graphics in the Wild
RPBG: Towards Robust Neural Point-based Graphics in the Wild
Qingtian Zhu
Zizhuang Wei
Zhongtian Zheng
Yifan Zhan
Zhuyu Yao
Jiawang Zhang
Kejian Wu
Yinqiang Zheng
119
3
0
09 May 2024
Multi-Level Feature Fusion Network for Lightweight Stereo Image
  Super-Resolution
Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution
Yunxiang Li
Wenbin Zou
Qiaomu Wei
Feng Huang
Jing Wu
64
4
0
09 May 2024
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and
  Results
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results
Yaqi Wu
Zhihao Fan
X. Chu
Jimmy S. Ren
Xiaoming Li
...
Hui Xiong
Wei Yu
Bingchun Luo
S. Nathan
Priya Kansal
67
4
0
08 May 2024
Evaluation of Video-Based rPPG in Challenging Environments: Artifact
  Mitigation and Network Resilience
Evaluation of Video-Based rPPG in Challenging Environments: Artifact Mitigation and Network Resilience
Nhi H. Nguyen
L. Nguyen
Honghan Li
Miguel Bordallo López
Constantino Álvarez Casado
57
3
0
02 May 2024
MCMS: Multi-Category Information and Multi-Scale Stripe Attention for
  Blind Motion Deblurring
MCMS: Multi-Category Information and Multi-Scale Stripe Attention for Blind Motion Deblurring
Nianzu Qiao
Lamei Di
Changyin Sun
64
0
0
02 May 2024
MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results
MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results
Yu Dai
Dafeng Zhang
Xiaoming Li
Zongsheng Yue
Chongyi Li
...
Yingli Zhang
Mingde Hou
S. YaoLevinM
Aniruth Sundararajan
Hari Kumar
100
1
0
30 Apr 2024
Masked Spatial Propagation Network for Sparsity-Adaptive Depth
  Refinement
Masked Spatial Propagation Network for Sparsity-Adaptive Depth Refinement
Jinyoung Jun
Jae-Han Lee
Chang-Su Kim
79
3
0
30 Apr 2024
The Third Monocular Depth Estimation Challenge
The Third Monocular Depth Estimation Challenge
Jaime Spencer
Fabio Tosi
Matteo Poggi
Ripudaman Singh Arora
Chris Russell
...
Albert Luginov
Muhammad Shahzad
Seyed Hosseini
Aleksander Trajcevski
James H. Elder
MDE
111
8
0
25 Apr 2024
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey
Marcos V. Conde
Florin-Alexandru Vasluianu
Radu Timofte
Jianxing Zhang
Jia Li
...
Jun Chen
Jinyang Yu
Kele Xu
Qisheng Xu
Yong Dou
SupR
107
15
0
24 Apr 2024
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
Xiaoning Liu
Zongwei Wu
Ao Li
Florin-Alexandru Vasluianu
Yulun Zhang
...
Hailong Yan
Y. Zhang
Baiang Li
Jingyi Zhang
Huan Zheng
115
29
0
22 Apr 2024
Motion-adaptive Separable Collaborative Filters for Blind Motion
  Deblurring
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring
Chengxu Liu
Xuan Wang
Xiangyu Xu
Ruhao Tian
Shuai Li
Xueming Qian
Ming-Hsuan Yang
105
14
0
19 Apr 2024
Real-World Efficient Blind Motion Deblurring via Blur Pixel
  Discretization
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization
Insoo Kim
Jae Seok Choi
Geonseok Seo
Kinam Kwon
Jinwoo Shin
Hyong-Euk Lee
69
3
0
18 Apr 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image
  Restoration
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration
Rui Deng
Tianpei Gu
Mamba
87
18
0
17 Apr 2024
Simple Image Signal Processing using Global Context Guidance
Simple Image Signal Processing using Global Context Guidance
Omar Elezabi
Marcos V. Conde
Radu Timofte
46
2
0
17 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening
Neural Shrödinger Bridge Matching for Pansharpening
Zihan Cao
Xiao Wu
Liang-Jian Deng
DiffM
104
2
0
17 Apr 2024
DeblurGS: Gaussian Splatting for Camera Motion Blur
DeblurGS: Gaussian Splatting for Camera Motion Blur
Jeongtaek Oh
Jaeyoung Chung
Dongwoo Lee
Kyoung Mu Lee
3DGS
98
10
0
17 Apr 2024
Low-Light Image Enhancement Framework for Improved Object Detection in
  Fisheye Lens Datasets
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets
D. Tran
Armstrong Aboah
Yuntae Jeon
Maged Shoman
Minsoo Park
Seunghee Park
68
7
0
15 Apr 2024
NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and
  Results
NTIRE 2024 Challenge on Image Super-Resolution (×\times×4): Methods and Results
Zheng Chen
Zongwei Wu
Eduard Zamfir
Kai Zhang
Yulun Zhang
...
Yan Luo
Yanyan Wei
Asif Hussain Khan
C. Micheloni
N. Martinel
SupR
87
35
0
15 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for
  Low-Light Image Enhancement
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement
Wenyi Lian
W. Lian
Ziwei Luo
DiffM
70
1
0
15 Apr 2024
Photo-Realistic Image Restoration in the Wild with Controlled
  Vision-Language Models
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models
Ziwei Luo
Fredrik K. Gustafsson
Zheng Zhao
Jens Sjölund
Thomas B. Schön
VLM
94
14
0
15 Apr 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset
Rongjian Xu
Zhilu Zhang
Ren-Rong Wu
Wangmeng Zuo
103
2
0
12 Apr 2024
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