Awesome-Denoise

Year	Publication	Title	Code	Citation
2019	CVPR	Toward convolutional blind denoising of real photographs	Matlab	20
2019	CVPR	FOCNet: A Fractional Optimal Control Network for Image Denoising	-	0
2019	CVPR	Noise2void-learning denoising from single noisy images	-
2019	CVPR	Unprocessing images for learned raw denoising	-	6
2019	CVPR	Training deep learning based image denoisers from undersampled measurements without ground truth and without image prior	-	1
2019	CVPRW	GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling	-	1
2019	CVPRW	Deep iterative down-up CNN for image denoising	-	1
2019	CVPRW	[Densely connected hierarchical network for image denoising](Densely Connected Hierarchical Network for Image Denoising )	-	1
2019	CVPRW	ViDeNN: Deep Blind Video Denoising	-	0
2019	CVPRW	Real Photographs Denoising With Noise Domain Adaptation and Attentive Generative Adversarial Network	-	0
2019	CVPRW	Learning Deep Image Priors for Blind Image Denoising	-	0
2019	CVPR	Model-blind video denoising via frame-to-frame training	other	2
2019	TPAMI	Real-world Image Denoising with Deep Boosting	Tensorflow	0
2019	TIP	Optimal combination of image denoisers	-	2
2019	TIP	High ISO JPEG Image Denoising by Deep Fusion of Collaborative and Convolutional Filtering	-	0
2019	ICIP	DVDNET: A FAST NETWORK FOR DEEP VIDEO DENOISING	Pytorch	1
2019	AAAI	Adaptation Strategies for Applying AWGN-based Denoiser to Realistic Noise	-	0
2019	arxiv	Noise2self: Blind denoising by self-supervision	Pytorch	5
2019	arxiv	When AWGN-based Denoiser Meets Real Noises	Pytorch	1
2019	arxiv	Learning Deformable Kernels for Image and Video Denoising	-	0
2019	arxiv	FastDVDnet: Towards Real-Time Video Denoising Without Explicit Motion Estimation	-
2019	arxiv	Real Image Denoising with Feature Attention	-	0
2019	arxiv	MULTI-KERNEL PREDICTION NETWORKS FOR DENOISING OF BURST IMAGES	-	0
2019	arxiv	FastDVDnet: Towards Real-Time Video Denoising Without Explicit Motion Estimation	-	0
2018	NIPS	Training deep learning based denoisers without ground truth data	-	5
2018	CVPR	Burst denoising with kernel prediction networks	-	32
2018	CVPR	Image Blind Denoising With Generative Adversarial Network Based Noise Modeling	-	33
2018	CVPR	A trilateral weighted sparse coding scheme for real-world image denoising	-	18
2018	CVPR	Universal Denoising Networks : A Novel CNN Architecture for Image Denoising	Matlab	35
2018	ECCV	Deep burst denoising	-	15
2018	ECCV	Deep boosting for image denoising	-	7
2018	ICML	Noise2Noise: Learning Image Restoration without Clean Data	-	64
2018	IJCAI	Connecting image denoising and high-level vision tasks via deep learning	-	7
2018	TCI	Convolutional neural networks for noniterative reconstruction of compressively sensed images	-	17
2018	TIP	External prior guided internal prior learning for real-world noisy image denoising	-	16
2018	TIP	Class-aware fully convolutional Gaussian and Poisson denoising	Tensorflow	8
2018	TIP	VIDOSAT: High-dimensional sparsifying transform learning for online video denoising	-	6
2018	TIP	Effective and fast estimation for image sensor noise via constrained weighted least squares	-	4
2018	TIP	FFDNet: Toward a fast and flexible solution for CNN-based image denoising	Matlab	110
2018	ACCV	Dn-resnet: Efficient deep residual network for image denoising	-	3
2018	ICIP	Image Denoising for Image Retrieval by Cascading a Deep Quality Assessment Network	-	1
2018	arxiv	Real-world Noisy Image Denoising: A New Benchmark	Matlab	13
2018	arxiv	Correction by projection: Denoising images with generative adversarial networks	-	7
2018	arxiv	Non-local video denoising by CNN	Pytorch	4
2018	arxiv	Iterative residual network for deep joint image demosaicking and denoising	-	2
2018	arxiv	Fully convolutional pixel adaptive image denoiser	-	2
2018	arxiv	FAST, TRAINABLE, MULTISCALE DENOISING	-	2
2018	arxiv	Deep learning for image denoising: a survey	-	6
2018	ICPR	Deep Joint Noise Estimation and Removal for High ISO JPEG Images	-	0
2017	CVPR	Image Denoising via CNNs: An Adversarial Approach	-	21
2017	CVPR	Non-local color image denoising with convolutional neural networks	-	73
2017	TIP	Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising	-	903
2017	ICCV	Deep Generative Adversarial Compression Artifact Removal	-	31
2017	ICIP	Image denoising using group sparsity residual and external nonlocal self-similarity prior	-	4
2017	arxiv	When image denoising meets high-level vision tasks: A deep learning approach	-	39
2017	arxiv	Block-matching convolutional neural network for image denoising	-	22
2017	arxiv	Learning pixel-distribution prior with wider convolution for image denoising	Matlab	6
2017	arxiv	Chaining identity mapping modules for image denoising	-	3
2017	ICTAI	Dilated deep residual network for image denoising	-	17
2016	ICASSP	Fast depth image denoising and enhancement using a deep convolutional network	-	25
2015	TIP	Image-specific prior adaptation for denoising	-	10
2012	CVPR	Image denoising: Can plain neural networks compete with BM3D?	-	606