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1805.07071
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Multi-level Wavelet-CNN for Image Restoration
18 May 2018
Pengju Liu
Hongzhi Zhang
Lucas Beerens
Liang Lin
W. Zuo
SupR
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Papers citing
"Multi-level Wavelet-CNN for Image Restoration"
50 / 219 papers shown
A signal processing interpretation of noise-reduction convolutional neural networks
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25 Jul 2023
DWA: Differential Wavelet Amplifier for Image Super-Resolution
International Conference on Artificial Neural Networks (ICANN), 2023
Brian B. Moser
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Andreas Dengel
149
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10 Jul 2023
Low-Light Enhancement in the Frequency Domain
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Zhi Jin
117
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WavPool: A New Block for Deep Neural Networks
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M. Voetberg
Brian D. Nord
146
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14 Jun 2023
Computational Modeling of Deep Multiresolution-Fractal Texture and Its Application to Abnormal Brain Tissue Segmentation
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Linmin Pei
Khan M. Iftekharuddin
231
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07 Jun 2023
A Unified Framework for U-Net Design and Analysis
Neural Information Processing Systems (NeurIPS), 2023
Christopher Williams
Fabian Falck
George Deligiannidis
Chris Holmes
Arnaud Doucet
Saifuddin Syed
SSeg
AI4CE
235
62
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31 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration
IEEE transactions on multimedia (IEEE TMM), 2023
Yi Huang
Jiancheng Huang
Jianzhuang Liu
Mingfu Yan
Yu Dong
Jiaxi Lv
Chaoqi Chen
Shifeng Chen
319
86
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23 May 2023
Sparsity and Coefficient Permutation Based Two-Domain AMP for Image Block Compressed Sensing
Junhui Li
Xingsong Hou
Huake Wang
Shuhao Bi
224
1
0
22 May 2023
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark
Computer Vision and Pattern Recognition (CVPR), 2023
Deyi Ji
Feng Zhao
Hongtao Lu
Mingyuan Tao
Jieping Ye
AI4TS
248
41
0
18 May 2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising
Neural Networks (Neural Netw.), 2023
Juncheng Li
Bodong Cheng
Ying-Cong Chen
Guangwei Gao
T. Zeng
ViT
204
53
0
13 Apr 2023
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution
IEEE International Joint Conference on Neural Network (IJCNN), 2023
Brian B. Moser
Stanislav Frolov
Federico Raue
Sebastián M. Palacio
Andreas Dengel
237
20
0
04 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network
Dan Zhang
Fangfang Zhou
Yuwen Jiang
Zhengming Fu
327
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04 Apr 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising
Computer Vision and Pattern Recognition (CVPR), 2023
Zichun Wang
Ying Fu
Ji Liu
Yulun Zhang
183
72
0
02 Apr 2023
Masked Autoencoders as Image Processors
Huiyu Duan
Wei Shen
Xiongkuo Min
Danyang Tu
Long Teng
Jia Wang
Guangtao Zhai
ViT
137
13
0
30 Mar 2023
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios
Computer Vision and Pattern Recognition (CVPR), 2023
Shiyan Chen
Jiyuan Zhang
Zhaofei Yu
Tiejun Huang
311
19
0
29 Mar 2023
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
Computer Vision and Pattern Recognition (CVPR), 2023
Junyi Li
Zhilu Zhang
Xiaoyu Liu
Chaoyu Feng
Xiaotao Wang
Lei Lei
W. Zuo
179
60
0
27 Mar 2023
Inheriting Bayer's Legacy-Joint Remosaicing and Denoising for Quad Bayer Image Sensor
International Journal of Computer Vision (IJCV), 2023
Haijin Zeng
Kai Feng
Jingyun Liang
Haijin Zeng
Yongqiang Zhao
H. Luong
J. Aelterman
Wilfried Philips
74
5
0
23 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising
International Conference on Learning Representations (ICLR), 2023
Jiale Zhang
Yulun Zhang
Jinjin Gu
Jiahua Dong
Lingyu Kong
Yunbo Wang
ViT
190
43
0
11 Mar 2023
KBNet: Kernel Basis Network for Image Restoration
Yuanhang Zhang
Dasong Li
Xiaoyu Shi
Dailan He
Kangning Song
Xiaogang Wang
Hongwei Qin
Jiaming Song
269
77
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06 Mar 2023
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2023
Gaochao Song
Luo Zhang
Ran Su
Jianfeng Shi
Yingchuan He
Qian Sun
SupR
205
20
0
02 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2023
Yawei Li
Yuchen Fan
Xiaoyu Xiang
D. Demandolx
Rakesh Ranjan
Radu Timofte
Luc Van Gool
261
283
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01 Mar 2023
Spatial-Frequency Attention for Image Denoising
Shi Guo
Hongwei Yong
Xindong Zhang
Jianqi Ma
Lei Zhang
ViT
AI4TS
200
24
0
27 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning
Jin Zhu
Guang Yang
Pietro Lio
ViT
MedIm
314
9
0
22 Feb 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond
Wenchao Du
Hu Chen
Yan Zhang
H. Yang
197
1
0
31 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper --
SIAM Journal of Imaging Sciences (JSIS), 2023
Michael Elad
Bahjat Kawar
Gregory Vaksman
212
131
0
09 Jan 2023
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-Resolution
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jie Liu
Chaoqian Chen
Jie Tang
Gangshan Wu
SupR
154
20
0
30 Nov 2022
Patch-Craft Self-Supervised Training for Correlated Image Denoising
Computer Vision and Pattern Recognition (CVPR), 2022
Gregory Vaksman
Michael Elad
206
10
0
17 Nov 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs
Neural Information Processing Systems (NeurIPS), 2022
Zhilu Zhang
Rongjian Xu
Ming-Yu Liu
Zifei Yan
W. Zuo
241
20
0
14 Nov 2022
Lightweight network towards real-time image denoising on mobile devices
International Conference on Information Photonics (ICIP), 2022
Zhuoqun Liu
Meiguang Jin
Ying-Cong Chen
Huaida Liu
Canqian Yang
H. Xiong
155
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09 Nov 2022
WaveNets: Wavelet Channel Attention Networks
Hadi Salman
Caleb Parks
Shizhan Hong
J. Zhan
151
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04 Nov 2022
Gated Recurrent Unit for Video Denoising
Kai Guo
Seungwon Choi
Jongseong Choi
152
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17 Oct 2022
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks
SIAM Journal of Imaging Sciences (SIAM J. Imaging Sci.), 2022
Jianfei Li
Chao Huang
Raymond H. F. Chan
Han Feng
M. Ng
T. Zeng
157
4
0
29 Sep 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Brian B. Moser
Federico Raue
Stanislav Frolov
Jörn Hees
Sebastián M. Palacio
Andreas Dengel
295
44
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27 Sep 2022
JPEG Artifact Correction using Denoising Diffusion Restoration Models
Bahjat Kawar
Jiaming Song
Stefano Ermon
Michael Elad
DiffM
251
64
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23 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration
Marcos V. Conde
Ui-Jin Choi
Maxime Burchi
Radu Timofte
ViT
262
194
0
22 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results
Ruicheng Feng
Chongyi Li
Shangchen Zhou
W. Sun
Qingpeng Zhu
Jun Jiang
Qingyu Yang
Chen Change Loy
Liang Feng
217
23
0
15 Sep 2022
Considering Image Information and Self-similarity: A Compositional Denoising Network
Italian National Conference on Sensors (INS), 2022
Jiahong Zhang
Yonggui Zhu
Wenshu Yu
Jing Ma
SSL
SupR
167
5
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14 Sep 2022
Boosting Night-time Scene Parsing with Learnable Frequency
IEEE Transactions on Image Processing (IEEE TIP), 2022
Zhifeng Xie
Sen Wang
Ke Xu
Zhizhong Zhang
Xin Tan
Yuan Xie
Lizhuang Ma
168
34
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30 Aug 2022
Laplacian Pyramid-like Autoencoder
Sangjun Han
Taeil Hur
Youngmi Hur
291
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A Unified Image Preprocessing Framework For Image Compression
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Weihui Deng
Xiaocheng Li
138
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15 Aug 2022
Perception-Distortion Balanced ADMM Optimization for Single-Image Super-Resolution
European Conference on Computer Vision (ECCV), 2022
Yuehan Zhang
Bo Ji
Jiangnan Hao
Angela Yao
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251
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05 Aug 2022
WaveGAN: Frequency-aware GAN for High-Fidelity Few-shot Image Generation
European Conference on Computer Vision (ECCV), 2022
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Zhe Wang
Ziqiu Chi
Wenyi Feng
276
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Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning
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Ting Yao
Yingwei Pan
Yehao Li
Chong-Wah Ngo
Tao Mei
ViT
462
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11 Jul 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration
European Conference on Computer Vision (ECCV), 2022
Yuzhi Zhao
Yongzhe Xu
Qiong Yan
Dingdong Yang
Xuehui Wang
L. Po
3DV
256
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07 Jul 2022
Variational Deep Image Restoration
IEEE Transactions on Image Processing (IEEE TIP), 2022
Jae Woong Soh
N. Cho
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254
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Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting
International Conference on Learning Representations (ICLR), 2022
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A. Abdi
Li Meng
Tristan Sylvain
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301
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Robust Deep Ensemble Method for Real-world Image Denoising
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Jinghui Wang
Yuzhi Wang
Dongwei Ren
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187
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Priors in Deep Image Restoration and Enhancement: A Survey
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Yi Lin
Hao Wu
Yuan Luo
Xueye Zheng
Hui Xiong
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246
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Image Super-resolution with An Enhanced Group Convolutional Neural Network
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Yixuan Yuan
Shichao Zhang
Chia-Wen Lin
W. Zuo
David C. Zhang
SupR
203
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466
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