OpenCodePapers
grayscale-image-denoising-on-bsd68-sigma15
Image Restoration
Image Denoising
Grayscale Image Denoising
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Paper
Code
PSNR
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SSIM
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ModelName
ReleaseDate
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Adversarial Distortion Learning for Medical Image Denoising
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32.11
ADL
2022-04-29
ATD: Improved Transformer with Adaptive Token Dictionary for Image Restoration
32.02
ATD-U
2026-03-03
KBNet: Kernel Basis Network for Image Restoration
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31.98
KBNet
2023-03-06
SwinIR: Image Restoration Using Swin Transformer
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31.97
SwinIR
2021-08-23
Restormer: Efficient Transformer for High-Resolution Image Restoration
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31.96
Restormer
2021-11-18
Non-Local Recurrent Network for Image Restoration
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31.88
NLRN
2018-06-07
Multi-level Wavelet-CNN for Image Restoration
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31.86
MWCNN
2018-05-18
Deep Graph-Convolutional Image Denoising
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31.83
GCDN
2019-07-19
Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning
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31.82
GroupCDL
2023-06-02
Real Image Denoising with Feature Attention
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31.81
RIDNet
2019-04-16
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning
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31.74
Big-CDLNet
2021-03-05
Learning Deep CNN Denoiser Prior for Image Restoration
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31.63
Deep CNN Denoiser
2017-04-11
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
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31.63
FFDNet
2017-10-11
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration
31.42
TNRD
2015-08-12
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning
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31.35
BUIFD75 (blind)
2019-07-05
Index Network
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31.23
Index Network
2019-08-11
SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions
31.07
0.856
SwinIA
2023-05-09
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