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1012.1184
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Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization
6 December 2010
Weiming Dong
Lei Zhang
Guangming Shi
Xiaolin Wu
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Papers citing
"Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization"
50 / 132 papers shown
Pruning Overparameterized Multi-Task Networks for Degraded Web Image Restoration
Thomas Katraouras
Dimitrios Rafailidis
VLM
154
0
0
16 Oct 2025
BurstDeflicker: A Benchmark Dataset for Flicker Removal in Dynamic Scenes
Lishen Qu
Zhihao Liu
Shihao Zhou
Yaqi Luo
Jie Liang
Hui Zeng
Lei Zhang
Jufeng Yang
150
1
0
11 Oct 2025
MBMamba: When Memory Buffer Meets Mamba for Structure-Aware Image Deblurring
Hu Gao
Xiaoning Lei
Xichen Xu
Depeng Dang
Lizhuang Ma
Mamba
434
0
0
17 Aug 2025
Structural Similarity-Inspired Unfolding for Lightweight Image Super-Resolution
IEEE Transactions on Image Processing (IEEE TIP), 2025
Zhangkai Ni
Yang Zhang
Wenhan Yang
Hanli Wang
Shiqi Wang
Sam Kwong
263
8
0
13 Jun 2025
Model-Guided Network with Cluster-Based Operators for Spatio-Spectral Super-Resolution
Ivan Pereira-Sánchez
Julia Navarro
Ana Belén Petro
Joan Duran
SupR
187
1
0
30 May 2025
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration
Qifan Li
Tianyi Liang
Xingtao Wang
Xiaopeng Fan
ViT
326
1
0
23 Apr 2025
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring
Hu Gao
Depeng Dang
569
0
0
27 Feb 2025
Adaptive Blind All-in-One Image Restoration
David Serrano-Lozano
Luis Herranz
Shaolin Su
Javier Vázquez-Corral
VLM
625
4
0
27 Nov 2024
Subjective and Objective Quality Evaluation of Super-Resolution Enhanced Broadcast Images on a Novel SR-IQA Dataset
IEEE Access (IEEE Access), 2024
Yongrok Kim
Junha Shin
Juhyun Lee
Hyunsuk Ko
SupR
390
0
0
26 Sep 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration
Hu Gao
Depeng Dang
315
10
0
12 Jul 2024
Emphasizing Crucial Features for Efficient Image Restoration
Huiyu Gao
Bowen Ma
Ying Zhang
Jing Yang
Jing Yang
Depeng Dang
204
2
0
19 May 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring
Huiyu Gao
Depeng Dang
327
36
0
29 Mar 2024
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
269
119
0
21 Mar 2024
Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution
Zhiheng Li
Muheng Li
Jixuan Fan
Lei Chen
Yansong Tang
Jie Zhou
Jiwen Lu
SupR
310
5
0
16 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Zongsheng Yue
Jianyi Wang
Chen Change Loy
DiffM
431
83
0
12 Mar 2024
InstructIR: High-Quality Image Restoration Following Human Instructions
Marcos V. Conde
Gregor Geigle
Radu Timofte
DiffM
706
145
0
29 Jan 2024
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration
Yimin Xu
Nanxi Gao
Zhongyun Shan
Jiayi Ji
Rongrong Ji
354
7
0
24 Jan 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring
Computer Vision and Pattern Recognition (CVPR), 2024
Geunhyuk Youk
Jihyong Oh
Munchurl Kim
411
35
0
08 Jan 2024
A statistical perspective on algorithm unrolling models for inverse problems
Yves Atchadé
Xinru Liu
Qiuyun Zhu
216
1
0
10 Nov 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration
Huiyu Gao
Depeng Dang
DiffM
384
42
0
06 Sep 2023
Memory augment is All You Need for image restoration
Xiao Feng Zhang
Chao Chen Gu
Shan Ying Zhu
SupR
345
9
0
04 Sep 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting
Neural Information Processing Systems (NeurIPS), 2023
Zongsheng Yue
Jianyi Wang
Chen Change Loy
DiffM
597
480
0
23 Jul 2023
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images
Yongheng Zhang
Danfeng Yan
Yuanqiang Cai
208
2
0
11 Jul 2023
PromptIR: Prompting for All-in-One Blind Image Restoration
Vaishnav Potlapalli
Syed Waqas Zamir
Salman Khan
Fahad Shahbaz Khan
VLM
326
156
0
22 Jun 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
The Visual Computer (TVC), 2023
Huiyu Gao
J. Yang
Ying Zhang
Ning Wang
Jing Yang
Depeng Dang
178
27
0
09 May 2023
Mixed Hierarchy Network for Image Restoration
Pattern Recognition (Pattern Recogn.), 2023
Huiyu Gao
Depeng Dang
322
37
0
19 Feb 2023
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion
Xi Zhang
Xiaolin Wu
275
4
0
13 Feb 2023
The split Gibbs sampler revisited: improvements to its algorithmic structure and augmented target distribution
SIAM Journal of Imaging Sciences (SIAM J. Imaging Sci.), 2022
Marcelo Pereyra
L. Mieles
K. Zygalakis
536
10
0
28 Jun 2022
Deep Generalized Unfolding Networks for Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2022
Chong Mou
Qian Wang
Jian Zhang
387
291
0
28 Apr 2022
Pyramid Feature Alignment Network for Video Deblurring
Leitian Tao
Zhenzhong Chen
153
0
0
28 Mar 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review
IET Intelligent Transport Systems (IET ITS), 2022
Abolfazl Razi
Xiwen Chen
Huayu Li
Hao Wang
Brendan J. Russo
Yan Chen
Hongbin Yu
384
59
0
07 Mar 2022
Image Superresolution using Scale-Recurrent Dense Network
Kuldeep Purohit
Srimanta Mandal
A. N. Rajagopalan
SupR
196
0
0
28 Jan 2022
Deep Networks for Image and Video Super-Resolution
Kuldeep Purohit
Srimanta Mandal
A. N. Rajagopalan
SupR
182
1
0
28 Jan 2022
Efficient Single Image Super-Resolution Using Dual Path Connections with Multiple Scale Learning
B. Yang
Gangshan Wu
SupR
231
8
0
31 Dec 2021
Mitigating Channel-wise Noise for Single Image Super Resolution
Srimanta Mandal
Kuldeep Purohit
A. N. Rajagopalan
SupR
211
0
0
14 Dec 2021
Image-specific Convolutional Kernel Modulation for Single Image Super-resolution
Yuanfei Huang
Jie Li
Yanting Hu
Xinbo Gao
Huan Huang
SupR
221
0
0
16 Nov 2021
Dictionary Learning Using Rank-One Atomic Decomposition (ROAD)
Cheng Cheng
Wei Dai
82
0
0
25 Oct 2021
Dictionary Learning with Convex Update (ROMD)
Cheng Cheng
Wei Dai
122
1
0
13 Oct 2021
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution
Juncheng Li
Zehua Pei
Wenjie Li
Guangwei Gao
Longguang Wang
Yingqian Wang
T. Zeng
495
65
0
29 Sep 2021
Debiased Subjective Assessment of Real-World Image Enhancement
Computer Vision and Pattern Recognition (CVPR), 2021
Peibei Cao
Zinan Lin
Kede Ma
317
12
0
18 Jun 2021
Provably Convergent Algorithms for Solving Inverse Problems Using Generative Models
Viraj Shah
Rakib Hyder
M. Salman Asif
Chinmay Hegde
201
3
0
13 May 2021
Fixed-Point and Objective Convergence of Plug-and-Play Algorithms
IEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2021
Pravin Nair
Ruturaj G. Gavaskar
K. Chaudhury
338
50
0
21 Apr 2021
Learning Regularization Parameters of Inverse Problems via Deep Neural Networks
Inverse Problems (IP), 2021
B. Afkham
Julianne Chung
Matthias Chung
239
58
0
14 Apr 2021
Improved Image Generation via Sparse Modeling
Roy Ganz
Michael Elad
453
1
0
01 Apr 2021
Transitional Learning: Exploring the Transition States of Degradation for Blind Super-resolution
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yuanfei Huang
Jie Li
Yanting Hu
Xinbo Gao
Huan Huang
234
9
0
29 Mar 2021
Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging
Computer Vision and Pattern Recognition (CVPR), 2021
Tao Huang
Weiming Dong
Xin Yuan
Jinjian Wu
Guangming Shi
335
174
0
12 Mar 2021
Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Ahlad Kumar
H. Singh
OOD
SupR
MedIm
164
5
0
21 Feb 2021
Multi-Stage Progressive Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2021
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Ming-Hsuan Yang
Ling Shao
818
2,062
0
04 Feb 2021
Deep Feedback Inverse Problem Solver
European Conference on Computer Vision (ECCV), 2021
Wei-Chiu Ma
Shenlong Wang
Jiayuan Gu
S. Manivasagam
Antonio Torralba
R. Urtasun
278
15
0
19 Jan 2021
EPSR: Edge Profile Super resolution
Jiun Lee
Jaekwang Kim
I. Yun
298
1
0
09 Nov 2020
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