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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
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
Wenyang Luo
Haina Qin
Zewen Chen
L. xilinx Wang
Dandan Zheng
Yuming Li
Yufan Liu
B. Li
Weiming Hu
22
0
0
20 Jun 2025
Reversing Flow for Image Restoration
Reversing Flow for Image Restoration
Haina Qin
Wenyang Luo
L. xilinx Wang
Dandan Zheng
Jingdong Chen
Ming Yang
Bing Li
Weiming Hu
23
0
0
20 Jun 2025
Demystifying the Visual Quality Paradox in Multimodal Large Language Models
Demystifying the Visual Quality Paradox in Multimodal Large Language Models
Shuo Xing
Lanqing guo
Hongyuan Hua
Seoyoung Lee
Peiran Li
Yufei Wang
Zhangyang Wang
Zhengzhong Tu
VLM
38
0
0
18 Jun 2025
NTIRE 2025 Image Shadow Removal Challenge Report
NTIRE 2025 Image Shadow Removal Challenge Report
Florin-Alexandru Vasluianu
Tim Seizinger
Z. Zhou
C. L. Philip Chen
Zongwei Wu
...
Suiyi Zhao
Bo Wang
Yan Luo
M. Y. Wang
Yilin Zhang
54
1
0
18 Jun 2025
SA-LUT: Spatial Adaptive 4D Look-Up Table for Photorealistic Style Transfer
SA-LUT: Spatial Adaptive 4D Look-Up Table for Photorealistic Style Transfer
Zerui Gong
Zhonghua Wu
Qingyi Tao
Qinyue Li
Chen Change Loy
29
0
0
16 Jun 2025
Multi-Step Guided Diffusion for Image Restoration on Edge Devices: Toward Lightweight Perception in Embodied AI
Multi-Step Guided Diffusion for Image Restoration on Edge Devices: Toward Lightweight Perception in Embodied AI
Aditya Chakravarty
DiffM
15
0
0
08 Jun 2025
OpenRR-5k: A Large-Scale Benchmark for Reflection Removal in the Wild
OpenRR-5k: A Large-Scale Benchmark for Reflection Removal in the Wild
Jie Cai
Kangning Yang
Ling Ouyang
Lan Fu
Jiaming Ding
Jinglin Shen
Zibo Meng
42
2
0
05 Jun 2025
Degradation-Aware Image Enhancement via Vision-Language Classification
Degradation-Aware Image Enhancement via Vision-Language Classification
Jie Cai
Kangning Yang
Jiaming Ding
Lan Fu
Ling Ouyang
Jiang Li
Jinglin Shen
Zibo Meng
VLM
26
2
0
05 Jun 2025
F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal
F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal
Jie Cai
Kangning Yang
Ling Ouyang
Lan Fu
Jiaming Ding
Huiming Sun
C. Ho
Zibo Meng
21
2
0
05 Jun 2025
UniRes: Universal Image Restoration for Complex Degradations
UniRes: Universal Image Restoration for Complex Degradations
Mo Zhou
Keren Ye
M. Delbracio
P. Milanfar
Vishal M. Patel
Hossein Talebi
33
0
0
05 Jun 2025
NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge
NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge
Jie Liang
Radu Timofte
Qiaosi Yi
Zhengqiang Zhang
Shuaizheng Liu
Lingchen Sun
Rongyuan Wu
Xindong Zhang
Hui Zeng
Lei Zhang
79
13
0
02 Jun 2025
NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution
NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution
Marcos V. Conde
Radu Timofte
Z. Lu
Xiangyu Kong
Xiaoxia Xing
...
Heng Sun
Yubo Wang
Jinghua Wang
Jiajie Lu
Watchara Ruangsan
SupR
51
6
0
02 Jun 2025
Boosting All-in-One Image Restoration via Self-Improved Privilege Learning
Boosting All-in-One Image Restoration via Self-Improved Privilege Learning
Gang Wu
Junjun Jiang
Kui Jiang
Xianming Liu
28
1
0
30 May 2025
Optimal Weighted Convolution for Classification and Denosing
Optimal Weighted Convolution for Classification and Denosing
Simone Cammarasana
Giuseppe Patané
23
0
0
30 May 2025
Efficient RAW Image Deblurring with Adaptive Frequency Modulation
Efficient RAW Image Deblurring with Adaptive Frequency Modulation
Wenlong Jiao
Binglong Li
Wei Shang
Ping Wang
Dongwei Ren
55
0
0
30 May 2025
BaryIR: Learning Multi-Source Unified Representation in Continuous Barycenter Space for Generalizable All-in-One Image Restoration
BaryIR: Learning Multi-Source Unified Representation in Continuous Barycenter Space for Generalizable All-in-One Image Restoration
Xiaole Tang
Xiaoyi He
X. Gu
Jian Sun
30
1
0
27 May 2025
Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram Completion
Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram Completion
Jiaqi Guo
S. Tapia
Aggelos K. Katsaggelos
DiffMMedIm
34
0
0
26 May 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
111
1
0
23 May 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
Yuang Ai
Huaibo Huang
Tao Wu
Qihang Fan
Ran He
48
0
0
22 May 2025
Deep Learning-Driven Ultra-High-Definition Image Restoration: A Survey
Deep Learning-Driven Ultra-High-Definition Image Restoration: A Survey
Liyan Wang
Weixiang Zhou
Cong Wang
Kin-Man Lam
Zhixun Su
Jinshan Pan
58
0
0
22 May 2025
Degradation-Aware Feature Perturbation for All-in-One Image Restoration
Degradation-Aware Feature Perturbation for All-in-One Image Restoration
Xiangpeng Tian
Xiangyu Liao
Xiao Liu
Meng Li
Chao Ren
DiffM
117
1
0
19 May 2025
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation
Hanle Zheng
Xujie Han
Zegang Peng
Shangbin Zhang
Guangxun Du
Zhuo Zou
Xiang Wang
Jibin Wu
Hao Guo
Lei Deng
DiffMVGen
81
0
0
13 May 2025
Good Things Come in Pairs: Paired Autoencoders for Inverse Problems
Good Things Come in Pairs: Paired Autoencoders for Inverse Problems
Matthias Chung
Bas Peters
Michael Solomon
76
0
0
10 May 2025
SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal
SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal
Wenyang Liu
Jianjun Gao
Kim-Hui Yap
113
0
0
08 May 2025
Image Restoration via Multi-domain Learning
Image Restoration via Multi-domain Learning
Xingyu Jiang
Ning Gao
Xiuhui Zhang
Hongkun Dou
Shaowen Fu
Xiaoqing Zhong
Haoyang Li
Yue Deng
ViT
110
0
0
07 May 2025
Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation
Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation
Jincheng Zhang
Gyorgy Fazekas
C. Saitis
84
0
0
06 May 2025
Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention into Convolutions
Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention into Convolutions
Ziyi Dong
Chengxing Zhou
Weijian Deng
Pengxu Wei
Xiangyang Ji
Liang Lin
MQ
92
0
0
30 Apr 2025
Rendering Anywhere You See: Renderability Field-guided Gaussian Splatting
Rendering Anywhere You See: Renderability Field-guided Gaussian Splatting
Xiaofeng Jin
Yan Fang
Matteo Frosi
Jianfei Ge
Jiangjian Xiao
Matteo Matteucci
3DGS
78
1
0
27 Apr 2025
Salient Region-Guided Spacecraft Image Arbitrary-Scale Super-Resolution Network
Salient Region-Guided Spacecraft Image Arbitrary-Scale Super-Resolution Network
J. Yang
Hu Gao
Ying Zhang
Depeng Dang
128
0
0
25 Apr 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors
Augmenting Perceptual Super-Resolution via Image Quality Predictors
Fengjia Zhang
Samrudhdhi B. Rangrej
Tristan Aumentado-Armstrong
Afsaneh Fazly
Alex Levinshtein
SupR
136
0
0
25 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
72
0
0
23 Apr 2025
Multi-Scale Tensorial Summation and Dimensional Reduction Guided Neural Network for Edge Detection
Multi-Scale Tensorial Summation and Dimensional Reduction Guided Neural Network for Edge Detection
Lei Xu
Mehmet Yamaç
Mete Ahishali
Moncef Gabbouj
64
0
0
22 Apr 2025
NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results
NTIRE 2025 Challenge on Image Super-Resolution (×\times×4): Methods and Results
Zheng Chen
Kai Liu
Jue Gong
Jun Wang
Lei Sun
...
Prashant Patil
Santosh Kumar Vipparthi
Subrahmanyam Murala
Bilel Benjdira
Anas M. Ali
SupR
387
10
0
20 Apr 2025
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring
Jixiang Sun
Fei Lei
Jiawei Zhang
Wenxiu Sun
Yujiu Yang
63
0
0
20 Apr 2025
Towards a Multi-Agent Vision-Language System for Zero-Shot Novel Hazardous Object Detection for Autonomous Driving Safety
Towards a Multi-Agent Vision-Language System for Zero-Shot Novel Hazardous Object Detection for Autonomous Driving Safety
Shashank Shriram
Srinivasa Perisetla
Aryan Keskar
Harsha Krishnaswamy
Tonko E. W. Bossen
Andreas Møgelmose
Ross Greer
68
1
0
18 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
153
13
0
17 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
60
1
0
17 Apr 2025
NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results
NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results
Lei Sun
Andrea Alfarano
Peiqi Duan
Shaolin Su
Kaidi Wang
...
Prinon Benny
Himanshu Ghunawat
B Sri Sairam Gautam
Anett Varghese
Abhishek Yadav
SupR
120
13
0
16 Apr 2025
The Tenth NTIRE 2025 Image Denoising Challenge Report
The Tenth NTIRE 2025 Image Denoising Challenge Report
Lei-huan Sun
Hang Guo
Bin Ren
Luc Van Gool
Radu Timofte
...
Kun Li
Shengeng Tang
Yu Zhang
Weirun Zhou
Haoxuan Lu
3DGS
128
14
0
16 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
Jiayi Ji
Weijian Ruan
Liujuan Cao
Rongrong Ji
112
0
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
113
1
0
14 Apr 2025
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain Equalization
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain Equalization
Sushant Gautam
Jingdao Chen
49
0
0
10 Apr 2025
DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration
DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration
Jiamei Xiong
Xuefeng Yan
Yongzhen Wang
Wei Zhao
Xiao-Ping Zhang
Mingqiang Wei
DiffM
66
1
0
07 Apr 2025
Content-Aware Transformer for All-in-one Image Restoration
Content-Aware Transformer for All-in-one Image Restoration
Gang Wu
Junjun Jiang
Kui Jiang
Xianming Liu
ViT
435
1
0
07 Apr 2025
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion
Junkai Zhang
Bin Li
Shoujun Zhou
Yue Du
138
0
0
04 Apr 2025
Towards deployment-centric multimodal AI beyond vision and language
Towards deployment-centric multimodal AI beyond vision and language
Xianyuan Liu
Jiayang Zhang
Shuo Zhou
Thijs L. van der Plas
Avish Vijayaraghavan
...
Gregory G. Slabaugh
Roger K. Moore
William K. Cheung
Peter H. Charlton
Haiping Lu
84
0
0
04 Apr 2025
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation
Xingguang Zhang
Nicholas Chimitt
Xijun Wang
Yu Yuan
Stanley H. Chan
142
0
0
03 Apr 2025
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW
Masakazu Yoshimura
Junji Otsuka
Radu Berdan
Takeshi Ohashi
86
0
0
03 Apr 2025
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models
Basar Demir
Yikang Liu
Xiao Chen
Eric Z. Chen
Lin Zhao
Boris Mailhe
Terrence Chen
Shanhui Sun
DiffMMedIm
102
0
0
31 Mar 2025
InstructRestore: Region-Customized Image Restoration with Human Instructions
InstructRestore: Region-Customized Image Restoration with Human Instructions
Shixuan Liu
Jianqi Ma
Lingchen Sun
Xiangtao Kong
Lei Zhang
DiffM
105
0
0
31 Mar 2025
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