SOTAVerified

Noise Estimation

Papers

Showing 101–114 of 114 papers

TitleStatusHype
Noise-Level Estimation from Single Color Image Using Correlations Between Textures in RGB Channels—0
Automatic, fast and robust characterization of noise distributions for diffusion MRICode0
Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation—0
Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction—0
A Convolutional Neural Network Smartphone App for Real-Time Voice Activity DetectionCode0
An Iterative BP-CNN Architecture for Channel Decoding—0
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy LabelsCode0
Making Deep Neural Networks Robust to Label Noise: a Loss Correction ApproachCode0
Blind Analysis of CT Image Noise Using Residual Denoised Images—0
Single Channel Speech Enhancement Using Outlier Detection—0
An Efficient Statistical Method for Image Noise Level Estimation—0
Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity—0
Image Denoising Using Low Rank Minimization With Modified Noise Estimation—0
RENOIR - A Dataset for Real Low-Light Image Noise ReductionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CBDNetPSNR Gap8.3—Unverified
2ULRDPSNR Gap4.9—Unverified
3GRDNPSNR Gap2.28—Unverified
4DANetPSNR Gap2.06—Unverified
5PNGANPSNR Gap0.84—Unverified