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Noise Estimation
Noise Estimation
Papers
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Showing 111–114 of 114 papers
Title
Date
Tasks
Status
Hype
Considering Image Information and Self-similarity: A Compositional Denoising Network
Sep 14, 2022
Denoising
Image Denoising
Code
Code Available
0
Self-Supervised Image Prior Learning With GMM From a Single Noisy Image
Jan 1, 2021
Denoising
Image Denoising
Code
Code Available
0
Automatic, fast and robust characterization of noise distributions for diffusion MRI
May 30, 2018
Diffusion MRI
Noise Estimation
Code
Code Available
0
DCANet: Dual Convolutional Neural Network with Attention for Image Blind Denoising
Apr 4, 2023
Denoising
Image Denoising
Code
Code Available
0
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Benchmark Results
▼
SIDD
5 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
CBDNet
PSNR Gap
8.3
—
Unverified
2
ULRD
PSNR Gap
4.9
—
Unverified
3
GRDN
PSNR Gap
2.28
—
Unverified
4
DANet
PSNR Gap
2.06
—
Unverified
5
PNGAN
PSNR Gap
0.84
—
Unverified