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Multi-level Wavelet-CNN for Image Restoration
v1v2 (latest)

Multi-level Wavelet-CNN for Image Restoration

18 May 2018
Pengju Liu
Hongzhi Zhang
Lucas Beerens
Liang Lin
W. Zuo
    SupR
ArXiv (abs)PDFHTML

Papers citing "Multi-level Wavelet-CNN for Image Restoration"

50 / 219 papers shown
VibrantLeaves: A principled parametric image generator for training deep restoration models
VibrantLeaves: A principled parametric image generator for training deep restoration models
Raphaël Achddou
Y. Gousseau
Saïd Ladjal
Sabine Süsstrunk
261
1
0
24 Dec 2025
Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba
Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba
Liwen Pan
Longguang Wang
Guangwei Gao
Jun Wang
Jun Shi
Juncheng Billy Li
Mamba
183
0
0
03 Dec 2025
WWE-UIE: A Wavelet & White Balance Efficient Network for Underwater Image Enhancement
Ching-Heng Cheng
J. Lee
Chia-ming Lee
Chih-Chung Hsu
135
0
0
20 Nov 2025
HDW-SR: High-Frequency Guided Diffusion Model based on Wavelet Decomposition for Image Super-Resolution
HDW-SR: High-Frequency Guided Diffusion Model based on Wavelet Decomposition for Image Super-Resolution
Chao Yang
Boqian Zhang
Jinghao Xu
Guang Jiang
225
0
0
17 Nov 2025
ReTiDe: Real-Time Denoising for Energy-Efficient Motion Picture Processing with FPGAs
ReTiDe: Real-Time Denoising for Energy-Efficient Motion Picture Processing with FPGAs
Changhong Li
Clément Bled
Rosa Fernandez
Shreejith Shanker
88
1
0
04 Oct 2025
Depth-Aware Super-Resolution via Distance-Adaptive Variational Formulation
Depth-Aware Super-Resolution via Distance-Adaptive Variational Formulation
Tianhao Guo
Bingjie Lu
Feng Wang
Zhengyang Lu
SupRMDE
402
6
0
06 Sep 2025
Deep Learning Architectures for Medical Image Denoising: A Comparative Study of CNN-DAE, CADTra, and DCMIEDNet
Deep Learning Architectures for Medical Image Denoising: A Comparative Study of CNN-DAE, CADTra, and DCMIEDNet
Asadullah Bin Rahman
Masud Ibn Afjal
Md. Abdulla Al Mamun
57
0
0
24 Aug 2025
Fourier-Guided Attention Upsampling for Image Super-Resolution
Fourier-Guided Attention Upsampling for Image Super-Resolution
Daejune Choi
Youchan No
Jinhyung Lee
Duksu Kim
143
0
0
14 Aug 2025
JPEG Processing Neural Operator for Backward-Compatible Coding
JPEG Processing Neural Operator for Backward-Compatible Coding
Woo Kyoung Han
Yongjun Lee
Byeonghun Lee
Sang Hyun Park
Sunghoon Im
Kyong Hwan Jin
149
0
0
31 Jul 2025
WD-DETR: Wavelet Denoising-Enhanced Real-Time Object Detection Transformer for Robot Perception with Event Cameras
Yangjie Cui
Boyang Gao
Yiwei Zhang
Xin Dong
Jinwu Xiang
Daochun Li
Zhan Tu
ViT
219
0
0
10 Jun 2025
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation
Ruiqi Xing
324
5
0
23 May 2025
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement
Multi-Scale Target-Aware Representation Learning for Fundus Image EnhancementNeural Networks (NN), 2025
Haofan Wu
Yin Huang
Yuqing Wu
Qiuyu Yang
Bingfang Wang
...
Abdul Fattah Memon
Daizong Ji
Yanzhe Zhang
Ghulam Mustafa
Yin Fang
MedIm
278
0
0
03 May 2025
FANeRV: Frequency Separation and Augmentation based Neural Representation for Video
FANeRV: Frequency Separation and Augmentation based Neural Representation for VideoExpert systems with applications (ESWA), 2025
Li Yu
Zhihui Li
Chao Yao
Jimin Xiao
Moncef Gabbouj
407
0
0
09 Apr 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2025
Xin Liu
Jie Liu
J. Tang
Gangshan Wu
SupRViT
227
22
0
10 Mar 2025
Multi-level Attention-guided Graph Neural Network for Image Restoration
Multi-level Attention-guided Graph Neural Network for Image Restoration
Jiatao Jiang
Zhen Cui
Chunyan Xu
Jian Yang
219
0
0
26 Feb 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing
Seongmin Hwang
Daeyoung Han
Cheolkon Jung
Moongu Jeon
457
14
0
20 Jan 2025
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and
  Deblurring
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and DeblurringIEEE Transactions on Image Processing (TIP), 2024
Yuzhi Zhao
L. Po
Xin Ye
Yongzhe Xu
Qiong Yan
408
4
0
10 Dec 2024
End-to-end Triple-domain PET Enhancement: A Hybrid
  Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET
  Images from Low-dose PET Sinograms
End-to-end Triple-domain PET Enhancement: A Hybrid Denoising-and-reconstruction Framework for Reconstructing Standard-dose PET Images from Low-dose PET Sinograms
C. Jiang
Mianxin Liu
Kaicong Sun
Dinggang Shen
MedIm
327
1
0
04 Dec 2024
LoFi: Neural Local Fields for Scalable Image Reconstruction
LoFi: Neural Local Fields for Scalable Image ReconstructionIEEE Transactions on Computational Imaging (TCI), 2024
AmirEhsan Khorashadizadeh
T. Liaudat
Tianlin Liu
Jason D. McEwen
Ivan Dokmanić
SupR
276
0
0
07 Nov 2024
Continual Learning in the Frequency Domain
Continual Learning in the Frequency DomainNeural Information Processing Systems (NeurIPS), 2024
Ruiqi Liu
Boyu Diao
Libo Huang
Zijia An
Zhulin An
Yongjun Xu
VLMCLL
372
17
0
09 Oct 2024
Window-based Channel Attention for Wavelet-enhanced Learned Image
  Compression
Window-based Channel Attention for Wavelet-enhanced Learned Image CompressionAsian Conference on Computer Vision (ACCV), 2024
Heng Xu
Bowen Hai
Yushun Tang
Zhihai He
467
2
0
21 Sep 2024
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral
  Decomposition
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral DecompositionIEEE International Symposium on Biomedical Imaging (ISBI), 2024
Yaopeng Peng
Milan Sonka
Benlin Liu
296
5
0
13 Sep 2024
Pushing Joint Image Denoising and Classification to the Edge
Pushing Joint Image Denoising and Classification to the Edge
Thomas C Markhorst
Jan van Gemert
O. Kayhan
180
0
0
13 Sep 2024
CWT-Net: Super-resolution of Histopathology Images Using a Cross-scale
  Wavelet-based Transformer
CWT-Net: Super-resolution of Histopathology Images Using a Cross-scale Wavelet-based Transformer
Feiyang Jia
Sihao Lin
Tong Zhao
Lin Liu
Caiyan Jia
SupRViTMedIm
191
1
0
11 Sep 2024
A Practical Gated Recurrent Transformer Network Incorporating Multiple
  Fusions for Video Denoising
A Practical Gated Recurrent Transformer Network Incorporating Multiple Fusions for Video DenoisingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Kai Guo
Seungwon Choi
Jongseong Choi
Lae-Hoon Kim
ViT
247
0
0
10 Sep 2024
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image
  Classification
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image ClassificationIEEE Geoscience and Remote Sensing Letters (GRSL), 2024
Muhammad Ahmad
Muhammad Usama
Manual Mazzara
Mamba
262
28
0
02 Aug 2024
Wavelet Convolutions for Large Receptive Fields
Wavelet Convolutions for Large Receptive Fields
Shahaf E. Finder
Roy Amoyal
Eran Treister
Oren Freifeld
ViTMDE
493
320
0
08 Jul 2024
FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast
  Single Image Dehazing
FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast Single Image Dehazing
Donghyun Kim
Seil Kang
Seong Jae Hwang
191
0
0
01 Jul 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024
Seyedmorteza Sadat
Jakob Buhmann
Derek Bradley
Otmar Hilliges
Romann M. Weber
400
18
0
23 May 2024
Sensitivity Decouple Learning for Image Compression Artifacts Reduction
Sensitivity Decouple Learning for Image Compression Artifacts ReductionIEEE Transactions on Image Processing (TIP), 2024
Li Ma
Yifan Zhao
Peixi Peng
Yonghong Tian
162
8
0
15 May 2024
SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for
  Remote Sensing Segmentation
SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing SegmentationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Yunsong Yang
Genji Yuan
Jinjiang Li
VOS
173
89
0
03 May 2024
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image DenoisingAAAI Conference on Artificial Intelligence (AAAI), 2024
Junyi Li
Zhilu Zhang
W. Zuo
357
19
0
11 Apr 2024
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients
JDEC: JPEG Decoding via Enhanced Continuous Cosine CoefficientsComputer Vision and Pattern Recognition (CVPR), 2024
Woo Kyoung Han
Sunghoon Im
Jaedeok Kim
Kyong Hwan Jin
235
3
0
03 Apr 2024
On normalization-equivariance properties of supervised and unsupervised
  denoising methods: a survey
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey
Sébastien Herbreteau
Charles Kervrann
OOD
261
0
0
23 Feb 2024
A unified framework of non-local parametric methods for image denoising
A unified framework of non-local parametric methods for image denoising
Sébastien Herbreteau
Charles Kervrann
229
0
0
21 Feb 2024
Constrained Multiview Representation for Self-supervised Contrastive
  Learning
Constrained Multiview Representation for Self-supervised Contrastive Learning
Siyuan Dai
Kai Ye
Kun Zhao
Ge Cui
Haoteng Tang
Chen Tang
SSL
200
3
0
05 Feb 2024
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal
Tao Wang
Wanglong Lu
Kaihao Zhang
Tong Lu
Tae-Kyun Kim
253
12
0
04 Feb 2024
WaveletFormerNet: A Transformer-based Wavelet Network for Real-world
  Non-homogeneous and Dense Fog Removal
WaveletFormerNet: A Transformer-based Wavelet Network for Real-world Non-homogeneous and Dense Fog RemovalImage and Vision Computing (IVC), 2024
Shengli Zhang
Zhiyong Tao
Sen Lin
ViT
184
13
0
09 Jan 2024
DedustNet: A Frequency-dominated Swin Transformer-based Wavelet Network
  for Agricultural Dust Removal
DedustNet: A Frequency-dominated Swin Transformer-based Wavelet Network for Agricultural Dust Removal
Shengli Zhang
Zhiyong Tao
Sen Lin
ViT
197
1
0
09 Jan 2024
Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain
Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier DomainAAAI Conference on Artificial Intelligence (AAAI), 2024
Xuanhua He
Tao Hu
Guoli Wang
Zejin Wang
Run Wang
...
Ziyi Chen
Rui Li
Chenjun Xie
Jie Zhang
Man Zhou
179
12
0
04 Jan 2024
Improving Image Restoration through Removing Degradations in Textual
  Representations
Improving Image Restoration through Removing Degradations in Textual RepresentationsComputer Vision and Pattern Recognition (CVPR), 2023
Jingbo Lin
Zhilu Zhang
Yuxiang Wei
Dongwei Ren
Dongsheng Jiang
Wangmeng Zuo
244
45
0
28 Dec 2023
A Comparative Study of Image Restoration Networks for General Backbone
  Network Design
A Comparative Study of Image Restoration Networks for General Backbone Network DesignEuropean Conference on Computer Vision (ECCV), 2023
Xiangyu Chen
Zheyuan Li
Yuandong Pu
Yihao Liu
Jiantao Zhou
Yu Qiao
Chao Dong
VLM
378
51
0
18 Oct 2023
A cross Transformer for image denoising
A cross Transformer for image denoisingInformation Fusion (Inf. Fusion), 2023
Chunwei Tian
Menghua Zheng
Wangmeng Zuo
Shichao Zhang
Yanning Zhang
Chia-Wen Lin
ViT
179
124
0
16 Oct 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised
  Image Denoising
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising
Hyemi Jang
Junsung Park
Dahuin Jung
Jaihyun Lew
Ho Bae
Sung-Hoon Yoon
212
29
0
16 Oct 2023
Investigating Shift Equivalence of Convolutional Neural Networks in
  Industrial Defect Segmentation
Investigating Shift Equivalence of Convolutional Neural Networks in Industrial Defect SegmentationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Yunsheng Tian
Jieliang Luo
Yichen Li
Zhengtao Zhang
Hui Li
207
7
0
29 Sep 2023
HAT: Hybrid Attention Transformer for Image Restoration
HAT: Hybrid Attention Transformer for Image RestorationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Xiangyu Chen
Xintao Wang
Wenlong Zhang
Xiangtao Kong
Yu Qiao
Jiantao Zhou
Chao Dong
362
89
0
11 Sep 2023
Stage-by-stage Wavelet Optimization Refinement Diffusion Model for
  Sparse-View CT Reconstruction
Stage-by-stage Wavelet Optimization Refinement Diffusion Model for Sparse-View CT ReconstructionIEEE Transactions on Medical Imaging (TMI), 2023
Kai Xu
Shiyu Lu
Bin Huang
Weiwen Wu
Qie-gen Liu
DiffM
185
43
0
30 Aug 2023
JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential
  Transformer
JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential TransformerIEEE Transactions on Image Processing (IEEE TIP), 2023
Ming-Yan Ouyang
Zhenzhong Chen
MQ
271
9
0
17 Aug 2023
Learning to Distill Global Representation for Sparse-View CT
Learning to Distill Global Representation for Sparse-View CTIEEE International Conference on Computer Vision (ICCV), 2023
Zilong Li
Chenglong Ma
Jie Chen
Junping Zhang
Hongming Shan
232
20
0
16 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive
  Review
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review
Dan Zhang
Fangfang Zhou
Felix Albu
Yuan-Gu Wei
Xiaohu Yang
Yuan Gu
Qiang Li
547
33
0
01 Aug 2023
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