Color Image Denoising | Papers With Code

DATASET	BEST METHOD	PAPER TITLE	COMPARE
Darmstadt Noise Dataset	Image Unprocessing	Unprocessing Images for Learned Raw Denoising	See all
BSD68 sigma50	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
Kodak24 sigma30	CNN (Median Layers)	Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations	See all
Kodak24 sigma50	CNN (Median Layers)	Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations	See all
Kodak24 sigma70	CNN (Median Layers)	Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations	See all
CBSD68 sigma15	AdaFM-Net	Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers	See all
CBSD68 sigma35	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
BSD68 sigma15	RIDNet	Real Image Denoising with Feature Attention	See all
BSD68 sigma25	RIDNet	Real Image Denoising with Feature Attention	See all
CBSD68 sigma25	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
CBSD68 sigma50	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
CBSD68 sigma75	AdaFM-Net	Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers	See all
CBSD68 sigma5	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
CBSD68 sigma10	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
BSD300 sigma30	CNN (Median Layers)	Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations	See all
BSD300 sigma50	CNN (Median Layers)	Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations	See all
BSD300 sigma70	CNN (Median Layers)	Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations	See all
Kodak24 sigma10	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
BSD68 sigma10	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
BSD68 sigma30	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
BSD68 sigma70	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
Urban100 sigma10	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
Urban100 sigma30	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
Urban100 sigma50	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
Urban100 sigma70	Residual Dense Network +	Residual Dense Network for Image Restoration	See all
Kodak25 sigma15	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
Kodak25 sigma25	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
Kodak25 sigma35	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
Kodak25 sigma50	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
Kodak25 sigma75	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
McMaster sigma15	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
McMaster sigma25	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
McMaster sigma35	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
McMaster sigma50	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
McMaster sigma75	FFDNet	FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising	See all
NTIRE 2019 Real Image Denoising Challenge (sRGB)	GRDN	GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling	See all
CBSD68 sigma20	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
CBSD68 sigma30	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
CBSD68 sigma40	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
CBSD68 sigma45	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
CBSD68 sigma55	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
CBSD68 sigma60	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
CBSD68 sigma65	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
CBSD68 sigma70	CBUIFD75	Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning	See all
BSD68 sigma5	Deep CNN Denoiser	Learning Deep CNN Denoiser Prior for Image Restoration	See all
BSD68 sigma35	Deep CNN Denoiser	Learning Deep CNN Denoiser Prior for Image Restoration	See all
Hanzi	DnCNN (n2t)	Noise2Self: Blind Denoising by Self-Supervision	See all
ImageNet	DnCNN (n2t)	Noise2Self: Blind Denoising by Self-Supervision	See all
CellNet	DnCNN (n2t)	Noise2Self: Blind Denoising by Self-Supervision	See all
BSD68 sigma75	CSCNet	Rethinking the CSC Model for Natural Images	See all

Color Image Denoising

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Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies

Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising

A Brief Review of Real-World Color Image Denoising

Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning

Color Image Denoising Edit

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Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies

Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising

A Brief Review of Real-World Color Image Denoising

Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning

Color Image Denoising

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