ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2204.04676
  4. Cited By
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
Freqformer: Frequency-Domain Transformer for 3-D Visualization and Quantification of Human Retinal Circulation
Lingyun Wang
Bingjie Wang
Jay Chhablani
J. Sahel
Shaohua Pi
MedIm
59
2
0
17 Nov 2024
Video Denoising in Fluorescence Guided Surgery
Video Denoising in Fluorescence Guided Surgery
Trevor Seets
Andreas Velten
MedImAI4CE
59
0
0
14 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general
  image restoration
Joint multi-dimensional dynamic attention and transformer for general image restoration
Huan Zhang
Xu Zhang
Nian Cai
Jianglei Di
Yun Zhang
ViT
72
1
0
12 Nov 2024
SoundSil-DS: Deep Denoising and Segmentation of Sound-field Images with
  Silhouettes
SoundSil-DS: Deep Denoising and Segmentation of Sound-field Images with Silhouettes
Risako Tanigawa
K. Ishikawa
Noboru Harada
Yasuhiro Oikawa
94
0
0
12 Nov 2024
All-in-one Weather-degraded Image Restoration via Adaptive
  Degradation-aware Self-prompting Model
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model
Yuanbo Wen
Tao Gao
Ziqi Li
Jing Zhang
Kaihao Zhang
Ting Chen
VLMDiffM
102
1
0
12 Nov 2024
Multi-scale Frequency Enhancement Network for Blind Image Deblurring
Multi-scale Frequency Enhancement Network for Blind Image Deblurring
Yawen Xiang
Heng Zhou
Chengyang Li
Zhongbo Li
Yongqiang Xie
65
0
0
11 Nov 2024
Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion
Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion
Yiming Sun
Bing Cao
Pengfei Zhu
Q. Hu
83
2
0
07 Nov 2024
Degradation-Aware Residual-Conditioned Optimal Transport for Unified
  Image Restoration
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration
Xiaole Tang
Xiang Gu
Xiaoyi He
Xin Hu
Jian Sun
94
4
0
03 Nov 2024
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
Dongwoo Lee
J. Park
Kyoung Mu Lee
3DGS
68
0
0
31 Oct 2024
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture
  Models
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
Shangquan Sun
Wenqi Ren
Ziqiang Liu
Hyunhee Park
Rui Wang
Xiaochun Cao
70
0
0
30 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image
  Restoration
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
Yuang Ai
Huaibo Huang
Ran He
86
5
0
20 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
Junjun Jiang
Zengyuan Zuo
Gang Wu
Kui Jiang
Xianming Liu
113
17
0
19 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot
  Step-by-Step Universal Image Restorers
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers
Jin Cao
Deyu Meng
Xiangyong Cao
CLL
63
2
0
11 Oct 2024
TANet: Triplet Attention Network for All-In-One Adverse Weather Image
  Restoration
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration
Hsing-Hua Wang
Fu-Jen Tsai
Yen-Yu Lin
Chia-Wen Lin
ViT
121
1
0
10 Oct 2024
Causal Context Adjustment Loss for Learned Image Compression
Causal Context Adjustment Loss for Learned Image Compression
Minghao Han
Shiyin Jiang
Shengxi Li
Xin Deng
Mai Xu
Ce Zhu
Shuhang Gu
CML
73
7
0
07 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration
Zhiyu Zhu
Jinhui Hou
Hui Liu
H. Zeng
Junhui Hou
81
0
0
07 Oct 2024
Learning Truncated Causal History Model for Video Restoration
Learning Truncated Causal History Model for Video Restoration
Amirhosein Ghasemabadi
Muhammad Kamran Janjua
Mohammad Salameh
Di Niu
VGenCML
62
4
0
04 Oct 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach
Parikshit Pareek
Abhijith Jayakumar
K. Sundar
Deepjyoti Deka
Sidhant Misra
110
0
0
04 Oct 2024
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video
Marco Sánchez-Beeckman
Antoni Buades
Nicola Brandonisio
Bilel Kanoun
99
0
0
03 Oct 2024
A Survey on Diffusion Models for Inverse Problems
A Survey on Diffusion Models for Inverse Problems
Giannis Daras
Hyungjin Chung
Chieh-Hsin Lai
Yuki Mitsufuji
Jong Chul Ye
P. Milanfar
Alexandros G. Dimakis
M. Delbracio
MedIm
122
65
0
30 Sep 2024
UIR-LoRA: Achieving Universal Image Restoration through Multiple
  Low-Rank Adaptation
UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation
Cheng Zhang
Dong Gong
Jiumei He
Yu Zhu
Jinqiu Sun
Yanning Zhang
AI4CE
71
0
0
30 Sep 2024
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind
  All-in-One Image Restoration
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration
Chu-Jie Qin
Rui-Qi Wu
Zikun Liu
Xin Lin
Chun-Le Guo
Hyun Hee Park
Chongyi Li
88
8
0
28 Sep 2024
DualDn: Dual-domain Denoising via Differentiable ISP
DualDn: Dual-domain Denoising via Differentiable ISP
Ruikang Li
Yujin Wang
Shiqi Chen
Fan Zhang
Liang Feng
Tianfan Xue
66
4
0
27 Sep 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
Wenfeng Huang
Guoan Xu
Wenjing Jia
Stuart W. Perry
Guangwei Gao
147
1
0
27 Sep 2024
Toward Efficient Deep Blind RAW Image Restoration
Toward Efficient Deep Blind RAW Image Restoration
Marcos V. Conde
Florin-Alexandru Vasluianu
Radu Timofte
47
2
0
26 Sep 2024
NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and
  Results
NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results
Longguang Wang
Yulan Guo
Juncheng Li
Hongda Liu
Yang Zhao
Yingqian Wang
Zhi Jin
Shuhang Gu
Radu Timofte
SupR
318
18
0
25 Sep 2024
Conditional Generative Denoiser for Nighttime UAV Tracking
Conditional Generative Denoiser for Nighttime UAV Tracking
Yucheng Wang
Changhong Fu
Kunhan Lu
L. Yao
Haobo Zuo
ViT
71
0
0
25 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
Weifeng Lin
Xinyu Wei
Renrui Zhang
Le Zhuo
Shitian Zhao
...
Junlin Xie
Junlin Xie
Yu Qiao
Peng Gao
Hongsheng Li
MLLMDiffM
192
14
0
23 Sep 2024
Dense-TSNet: Dense Connected Two-Stage Structure for Ultra-Lightweight
  Speech Enhancement
Dense-TSNet: Dense Connected Two-Stage Structure for Ultra-Lightweight Speech Enhancement
Zizhen Lin
Yuanle Li
Junyu Wang
Ruili Li
65
0
0
18 Sep 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained
  Image Denoisers
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers
Zixuan Fu
Lanqing Guo
Chong Wang
Yufei Wang
Zhihao Li
Bihan Wen
60
1
0
17 Sep 2024
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions
Xiaolong Qian
Zhijie Xu
Yao Gao
Shaohua Gao
Zhonghua Yi
...
Kai Wei
Haifeng Li
Kailun Yang
Kaiwei Wang
J. Bai
89
0
0
15 Sep 2024
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and
  Selective Frequency Transformer for Image Deblurring
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring
Subhajit Paul
Sahil Kumawat
Ashutosh Gupta
Deepak Mishra
76
2
0
03 Sep 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 Restoration
Xu Zhang
Jiaqi Ma
Guoli Wang
Qian Zhang
Huan Zhang
Lefei Zhang
VLM
183
10
0
28 Aug 2024
A Preliminary Exploration Towards General Image Restoration
A Preliminary Exploration Towards General Image Restoration
Xiangtao Kong
Jinjin Gu
Yihao Liu
Wenlong Zhang
Xiangyu Chen
Yu Qiao
Chao Dong
DiffM
90
3
0
27 Aug 2024
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring
Taewoo Kim
Hoonhee Cho
Kuk-Jin Yoon
83
3
0
27 Aug 2024
Towards Real-world Event-guided Low-light Video Enhancement and
  Deblurring
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring
Taewoo Kim
Jaeseok Jeong
Hoonhee Cho
Yuhwan Jeong
Kuk-Jin Yoon
54
8
0
27 Aug 2024
Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and
  Diffusion Model
Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model
Chen Rao
Guangyuan Li
Zehua Lan
Jiakai Sun
Junsheng Luan
Wei Xing
Lei Zhao
Huaizhong Lin
Jianfeng Dong
Dalong Zhang
DiffM
78
5
0
24 Aug 2024
Taming Generative Diffusion for Universal Blind Image Restoration
Taming Generative Diffusion for Universal Blind Image Restoration
Siwei Tu
Weidong Yang
Ben Fei
DiffM
93
3
0
21 Aug 2024
UIE-UnFold: Deep Unfolding Network with Color Priors and Vision
  Transformer for Underwater Image Enhancement
UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement
Yingtie Lei
Jia Yu
Yihang Dong
Changwei Gong
Ziyang Zhou
Chi-Man Pun
69
1
0
20 Aug 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised
  Image Restoration
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration
Xin Lin
Yuyan Zhou
Jingtong Yue
Chao Ren
Kelvin C. K. Chan
Lu Qi
Ming-Hsuan Yang
99
2
0
17 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
91
9
0
15 Aug 2024
Image Denoising Using Green Channel Prior
Image Denoising Using Green Channel Prior
Zhaoming Kong
Fangxi Deng
Xiaowei Yang
78
0
0
12 Aug 2024
Rotation center identification based on geometric relationships for
  rotary motion deblurring
Rotation center identification based on geometric relationships for rotary motion deblurring
Jinhui Qin
Yong Ma
Jun Huang
Fan Fan
You Du
53
1
0
08 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real
  Image Restoration
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration
Donwon Park
Leixian Shen
Se Young Chun
94
2
0
02 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor
UniProcessor: A Text-induced Unified Low-level Image Processor
Huiyu Duan
Xiongkuo Min
Sijing Wu
Wei Shen
Guangtao Zhai
DiffM
75
12
0
30 Jul 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
79
5
0
27 Jul 2024
Dilated Strip Attention Network for Image Restoration
Dilated Strip Attention Network for Image Restoration
Fangwei Hao
Jiesheng Wu
Ji Du
Yinjie Wang
Jing Xu
104
0
0
26 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
83
1
0
19 Jul 2024
Training-Free Large Model Priors for Multiple-in-One Image Restoration
Training-Free Large Model Priors for Multiple-in-One Image Restoration
Xuanhua He
Lang Li
Yingying Wang
Hui Zheng
Ke Cao
K. Yan
Rui Li
Chengjun Xie
Jie Zhang
Man Zhou
DiffM
142
0
0
18 Jul 2024
I$^2$-SLAM: Inverting Imaging Process for Robust Photorealistic Dense
  SLAM
I2^22-SLAM: Inverting Imaging Process for Robust Photorealistic Dense SLAM
Gwangtak Bae
Changwoon Choi
Hyeongjun Heo
Sang Min Kim
Young Min Kim
89
3
0
16 Jul 2024
Previous
123456789
Next