SOTAVerified

Noise Estimation

Papers

Showing 101114 of 114 papers

TitleStatusHype
Toward Convolutional Blind Denoising of Real PhotographsCode1
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 Compensation0
Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction0
A Convolutional Neural Network Smartphone App for Real-Time Voice Activity DetectionCode0
An Iterative BP-CNN Architecture for Channel Decoding0
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 Images0
Single Channel Speech Enhancement Using Outlier Detection0
An Efficient Statistical Method for Image Noise Level Estimation0
Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity0
Image Denoising Using Low Rank Minimization With Modified Noise Estimation0
RENOIR - A Dataset for Real Low-Light Image Noise ReductionCode0
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Benchmark Results

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