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2012.08103
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KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment
Computer Vision and Pattern Recognition (CVPR), 2020
15 December 2020
Seunggeun Kim
Hyeonjun Sim
Munchurl Kim
SupR
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Papers citing
"KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment"
34 / 34 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
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179
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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
398
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19 Sep 2025
Similarity Matters: A Novel Depth-guided Network for Image Restoration and A New Dataset
Junyi He
Liuling Chen
Hongyang Zhou
Zhang xiaoxing
Xiaobin Zhu
Shengxiang Yu
Jingyan Qin
Xu-Cheng Yin
3DV
253
0
0
10 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
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring
Jixiang Sun
Fei Lei
Jiawei Zhang
Wenxiu Sun
Yujiu Yang
240
0
0
20 Apr 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
Spatially-Variant Degradation Model for Dataset-free Super-resolution
Shaojie Guo
Haofei Song
Qingli Li
Yan Wang
176
3
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11 Jul 2024
Preserving Full Degradation Details for Blind Image Super-Resolution
Hongda Liu
Longguang Wang
Ye Zhang
Kaiwen Xue
Shunbo Zhou
Yulan Guo
281
0
0
01 Jul 2024
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation
Jingyuan Xia
Zhixiong Yang
Shengxi Li
Shuanghui Zhang
Yaowen Fu
Deniz Gündüz
Xiang Li
SupR
BDL
203
48
0
13 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
400
14
0
13 May 2024
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation
H. Ateş
S. Yildirim
B. Gunturk
SupR
291
21
0
25 Apr 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
235
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
277
8
0
09 Mar 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
398
31
0
08 Jan 2024
Mutual-Guided Dynamic Network for Image Fusion
ACM Multimedia (ACM MM), 2023
Yuansheng Guan
Ruikang Xu
Mingde Yao
Lizhi Wang
Zhiwei Xiong
437
29
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24 Aug 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
265
30
0
17 Aug 2023
Toward Real-World Light Field Super-Resolution
Zeyu Xiao
Ruisheng Gao
Yutong Liu
Yueyi Zhang
Zhiwei Xiong
SupR
316
13
0
30 May 2023
Learning from Multi-Perception Features for Real-Word Image Super-resolution
Axi Niu
Kang Zhang
T. Pham
Pei Wang
Jinqiu Sun
In So Kweon
Yanning Zhang
SupR
289
12
0
26 May 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
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Yuki Kondo
Norimichi Ukita
SupR
346
16
0
24 Feb 2023
Kernelized Back-Projection Networks for Blind Super Resolution
Tomoki Yoshida
Yuki Kondo
Takahiro Maeda
Kazutoshi Akita
Norimichi Ukita
SupR
417
2
0
16 Feb 2023
Bridging Component Learning with Degradation Modelling for Blind Image Super-Resolution
IEEE transactions on multimedia (IEEE TMM), 2022
Yixuan Wu
Feng Li
Yuxi Liu
Weisi Lin
Runmin Cong
Yao-Min Zhao
SupR
242
21
0
03 Dec 2022
Learning Detail-Structure Alternative Optimization for Blind Super-Resolution
IEEE transactions on multimedia (IEEE TMM), 2022
Feng Li
Yixuan Wu
Yuxi Liu
Weisi Lin
Runmin Cong
Yao-Min Zhao
SupR
167
61
0
03 Dec 2022
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
326
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
A heterogeneous group CNN for image super-resolution
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Chunwei Tian
Yanning Zhang
W. Zuo
Chia-Wen Lin
David C. Zhang
Yixuan Yuan
SupR
350
87
0
26 Sep 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
206
16
0
29 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
Image Super-resolution with An Enhanced Group Convolutional Neural Network
Neural Networks (NN), 2022
Chunwei Tian
Yixuan Yuan
Shichao Zhang
Chia-Wen Lin
W. Zuo
David C. Zhang
SupR
242
134
0
29 May 2022
Learning to Deblur using Light Field Generated and Real Defocus Images
Computer Vision and Pattern Recognition (CVPR), 2022
Lingyan Ruan
Bin Chen
Jizhou Li
Miuling Lam
171
102
0
01 Apr 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution
European Conference on Computer Vision (ECCV), 2022
Jie Liang
Huiyu Zeng
Lei Zhang
SupR
419
140
0
27 Mar 2022
Deep Constrained Least Squares for Blind Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2022
Ziwei Luo
Haibin Huang
Lei Yu
Youwei Li
Haoqiang Fan
Shuaicheng Liu
SupR
347
127
0
15 Feb 2022
Blind Image Super-Resolution: A Survey and Beyond
Anran Liu
Yihao Liu
Jinjin Gu
Yu Qiao
Chao Dong
296
205
0
07 Jul 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
218
9
0
29 Mar 2021
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