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2202.07508
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Deep Constrained Least Squares for Blind Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2022
15 February 2022
Ziwei Luo
Haibin Huang
Lei Yu
Youwei Li
Haoqiang Fan
Shuaicheng Liu
SupR
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Papers citing
"Deep Constrained Least Squares for Blind Image Super-Resolution"
44 / 44 papers shown
Two Heads Better than One: Dual Degradation Representation for Blind Super-Resolution
International Conference on Information Photonics (ICIP), 2024
Hsuan Yuan
Shao-Yu Weng
I-Hsuan Lo
Wei-Chen Chiu
Yu-Syuan Xu
Hao-Chien Hsueh
Jen-Hui Chuang
Ching-Chun Huang
182
1
0
21 Nov 2025
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects
Proceedings of the IEEE (Proc. IEEE), 2025
Le Zhang
Ao Li
Qibin Hou
Ce Zhu
Yonina C. Eldar
SupR
404
3
0
19 Sep 2025
MF-LPR
2
^2
2
: Multi-Frame License Plate Image Restoration and Recognition using Optical Flow
Computer Vision and Image Understanding (CVIU), 2025
Kihyun Na
Junseok Oh
Youngkwan Cho
Bumjin Kim
Sungmin Cho
Jinyoung Choi
Injung Kim
198
3
0
19 Aug 2025
Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations
IEEE Transactions on Image Processing (TIP), 2024
Weilei Wen
Chunle Guo
Wenqi Ren
Hongpeng Wang
Xiuli Shao
SupR
249
7
0
09 Jun 2025
A Tree-guided CNN for image super-resolution
IEEE transactions on consumer electronics (IEEE TCE), 2025
Chunwei Tian
Mingjian Song
Xiaopeng Fan
Xiangtao Zheng
Bob Zhang
David C. Zhang
SupR
334
12
0
03 Jun 2025
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion
Oliver Heinimann
Assaf Shocher
Tal Zimbalist
Michal Irani
DiffM
SupR
388
0
0
27 Mar 2025
Blind Video Super-Resolution based on Implicit Kernels
Qiang Zhu
Yuxuan Jiang
Shuyuan Zhu
Fan Zhang
David Bull
B. Zeng
915
4
0
10 Mar 2025
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution
IEEE Transactions on Image Processing (TIP), 2024
Jiang Yuan
Ji Ma
Bo Wang
Weiming Hu
255
1
0
10 Aug 2024
Image Super-Resolution with Taylor Expansion Approximation and Large Field Reception
IEEE transactions on multimedia (IEEE TMM), 2024
Jia Feng
Yuan Wang
Dianbo Sui
Fengchuang Xing
SupR
284
1
0
01 Aug 2024
Preserving Full Degradation Details for Blind Image Super-Resolution
Hongda Liu
Longguang Wang
Ye Zhang
Kaiwen Xue
Shunbo Zhou
Yulan Guo
283
0
0
01 Jul 2024
Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution
Junxiong Lin
Zeng Tao
Xuan Tong
Xinji Mai
Haoran Wang
...
Xuan Tong
Yuxuan Lin
Shaoqi Yan
Shuyong Gao
Wenqiang Zhang
207
5
0
24 Jun 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2024
Qingguo Liu
Chenyi Zhuang
Pan Gao
Jie Qin
417
14
0
13 May 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement
Wenyi Lian
W. Lian
Ziwei Luo
DiffM
312
3
0
15 Apr 2024
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
304
27
0
15 Apr 2024
CFAT: Unleashing TriangularWindows for Image Super-resolution
Abhisek Ray
Gaurav Kumar
M. Kolekar
SupR
317
42
0
24 Mar 2024
BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution
Feng Li
Yixuan Wu
Zichao Liang
Runmin Cong
Yuxi Liu
Yao-Min Zhao
H. Bai
DiffM
182
7
0
15 Mar 2024
Learning Correction Errors via Frequency-Self Attention for Blind Image Super-Resolution
International Conference on Image, Vision and Computing (ICIVC), 2024
Haochen Sun
Yan Yuan
Lijuan Su
Hao-Yu Shao
238
3
0
12 Mar 2024
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution
European Conference on Computer Vision (ECCV), 2024
Junxiong Lin
Yan Wang
Zeng Tao
Boyang Wang
Qing Zhao
...
Yuxuan Lin
Wei Song
Xuan Tong
Shaoqi Yan
Wenqiang Zhang
280
8
0
09 Mar 2024
Adaptive Convolutional Neural Network for Image Super-resolution
Ziang Wu
Xuanyu Zhang
Jia Ren
Tao Wang
Yanning Zhang
Chia-Wen Lin
Chunwei Tian
SupR
502
1
0
24 Feb 2024
Efficient Image Super-Resolution via Symmetric Visual Attention Network
IEEE International Joint Conference on Neural Network (IJCNN), 2024
Chengxu Wu
Qinrui Fan
Shu Hu
Xi Wu
Xin Wang
Jing Hu
SupR
278
8
0
17 Jan 2024
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Boyang Wang
Bowen Liu
Shiyu Liu
Fengyu Yang
359
11
0
02 Nov 2023
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
Neural Information Processing Systems (NeurIPS), 2023
Zeshuai Deng
Zhuokun Chen
Shuaicheng Niu
Thomas H. Li
Bohan Zhuang
Zhuliang Yu
253
32
0
29 Oct 2023
Unpaired MRI Super Resolution with Contrastive Learning
Hao Li
Quanwei Liu
Tao Huang
Xiling Liu
Yanni Dong
Wei Chen
Zhihan Lv
MedIm
SupR
248
0
0
24 Oct 2023
Degradation-Aware Self-Attention Based Transformer for Blind Image Super-Resolution
IEEE transactions on multimedia (IEEE TMM), 2023
Qingguo Liu
Pan Gao
Kang Han
Ningzhong Liu
Weikang Xiang
ViT
361
27
0
06 Oct 2023
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Charles Laroche
Andrés Almansa
Eva Coupeté
DiffM
418
39
0
01 Sep 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution
International Journal of Computer Vision (IJCV), 2023
Zhengxiong Luo
Yan Huang
Shang Li
Liangsheng Wang
Tien-Ping Tan
SupR
274
30
0
17 Aug 2023
NLCUnet: Single-Image Super-Resolution Network with Hairline Details
IEEE International Conference on Multimedia and Expo (ICME), 2023
Jia Feng
Yuangan Wang
Fengchuang Xing
SupR
153
3
0
22 Jul 2023
SAM-IQA: Can Segment Anything Boost Image Quality Assessment?
Xinpeng Li
Ting Jiang
Haoqiang Fan
Shuaicheng Liu
VLM
225
3
0
10 Jul 2023
EgoVSR: Towards High-Quality Egocentric Video Super-Resolution
Yichen Chi
Junhao Gu
Jiamiao Zhang
Wenming Yang
Yapeng Tian
SupR
246
1
0
24 May 2023
Dual-Diffusion: Dual Conditional Denoising Diffusion Probabilistic Models for Blind Super-Resolution Reconstruction in RSIs
IEEE Geoscience and Remote Sensing Letters (GRSL), 2023
Mengze Xu
Jie Ma
Yuanyuan Zhu
DiffM
232
31
0
20 May 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models
Ziwei Luo
Fredrik K. Gustafsson
Zhengli Zhao
Jens Sjölund
Thomas B. Schon
232
173
0
17 Apr 2023
DIPNet: Efficiency Distillation and Iterative Pruning for Image Super-Resolution
Lei Yu
Xinpeng Li
Youwei Li
Ting Jiang
Qi Wu
Haoqiang Fan
Shuaicheng Liu
SupR
237
36
0
14 Apr 2023
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2023
Xuhai Chen
Jiangning Zhang
Chao Xu
Yabiao Wang
Chengjie Wang
Wenshu Fan
SupR
173
12
0
07 Apr 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations
International Conference on Machine Learning (ICML), 2023
Ziwei Luo
Fredrik K. Gustafsson
Zheng Zhao
Jens Sjölund
Thomas B. Schon
DiffM
368
279
0
27 Jan 2023
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
International Conference on Learning Representations (ICLR), 2022
Bin Xia
Yulun Zhang
Yitong Wang
Yapeng Tian
Wenming Yang
Radu Timofte
Luc Van Gool
328
50
0
30 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks
Italian National Conference on Sensors (INS), 2022
Matthew Aquilina
Keith George Ciantar
Christian Galea
K. Camilleri
R. Farrugia
J. Abela
213
0
0
09 Nov 2022
Joint Learning Content and Degradation Aware Feature for Blind Super-Resolution
ACM Multimedia (ACM MM), 2022
Yifeng Zhou
Chuming Lin
Donghao Luo
Yong Liu
Ying Tai
Chengjie Wang
M. Chen
207
16
0
29 Aug 2022
Fast Nearest Convolution for Real-Time Efficient Image Super-Resolution
Ziwei Luo
Youwei Li
Lei Yu
Qi Wu
Zhihong Wen
Haoqiang Fan
Shuaicheng Liu
SupR
251
15
0
24 Aug 2022
Sliding Window Recurrent Network for Efficient Video Super-Resolution
Wenyi Lian
W. Lian
SupR
240
12
0
24 Aug 2022
HST: Hierarchical Swin Transformer for Compressed Image Super-resolution
Bing Li
Xin Li
Yiting Lu
Sen Liu
Ruoyu Feng
Zhibo Chen
312
37
0
21 Aug 2022
Towards Lightweight Super-Resolution with Dual Regression Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yong Guo
Zhuliang Yu
Zeshuai Deng
Jingdong Wang
Qi Chen
Jingyun Liang
Yanwu Xu
Jian Chen
SupR
407
15
0
16 Jul 2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment
Ziwei Luo
Youwei Li
Shuyang Cheng
Lei Yu
Qi Wu
Zhihong Wen
Haoqiang Fan
Jian Sun
Shuaicheng Liu
ViT
265
58
0
18 Apr 2022
Kernel-aware Burst Blind Super-Resolution
Wenyi Lian
Shanglian Peng
SupR
317
10
0
14 Dec 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective
Xin Li
Xin Jin
Jun Fu
Xiaoyuan Yu
Bei Tong
Zhibo Chen
SupR
221
2
0
25 Nov 2021
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