Awesome-SuperResolution

Year	Publication	Title	Code	Citation
2019	IEEE Access	End-to-end image super-resolution via deep and shallow convolutional networks	-	42
2019	arxiv	Deep learning for image super-resolution: A survey	-	4
2019	arxiv	Toward Real-World Single Image Super-Resolution:A New Benchmark and A New Model	-	3
2019	CVPR	Ntire 2019 challenge on real image denoising: Methods and results	-	4
2019	CVPR	Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels	Pytorch	1
2019	CVPR	Second-order Attention Network for Single Image Super-resolution	-	0
2019	CVPRW	Encoder-Decoder Residual Network for Real Super-Resolution	-	1
2019	CVPRW	EDVR: Video Restoration with Enhanced Deformable Convolutional Networks	Pytorch	2
2018	ECCV	Fast, accurate, and lightweight super-resolution with cascading residual network	-	30
2018	ECCV	Image super-resolution using very deep residual channel attention networks	-	103
2018	ECCV	To learn image super-resolution, use a GAN to learn how to do image degradation first	-	17
2018	ECCV	Face super-resolution guided by facial component heatmaps	-	7
2018	ECCV	Multi-scale residual network for image super-resolution	-	11
2018	ECCV	CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping	-	5
2018	ECCV	Srfeat: Single image super-resolution with feature discrimination	-	9
2018	ECCVW	The unreasonable effectiveness of texture transfer for single image super-resolution	-	6
2018	ECCVW	The 2018 PIRM challenge on perceptual image super-resolution	-	38
2018	ECCVW	PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report	-	16
2018	ECCVW	Esrgan: Enhanced super-resolution generative adversarial networks	PyTorch	63
2018	ECCV	Generative adversarial network-based image super-resolution using perceptual content losses	-	3
2018	CVPR	Fast and accurate single image super-resolution via information distillation network	Caffe	43
2018	CVPR	Image super-resolution via dual-state recurrent networks	Tensorflow	24
2018	CVPR	Deep back-projection networks for super-resolution	-	101
2018	CVPR	A fully progressive approach to single-image super-resolution	-	28
2018	CVPR	FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors	Torch	36
2018	CVPR	Residual dense network for image super-resolution	Torch	153
2018	CVPR	Recovering realistic texture in image super-resolution by deep spatial feature transform	-	59
2018	CVPR	Learning a single convolutional super-resolution network for multiple degradations	-	59
2018	CVPR	Deep video super-resolution network using dynamic upsampling filters without explicit motion compensation	Tensorflow	19
2018	CVPR	Frame-recurrent video super-resolution	-	29
2018	CVPRW	Deep residual network with enhanced upscaling module for super-resolution	-	9
2018	CVPRW	Image super-resolution via progressive cascading residual network	-	2
2018	CVPRW	Ntire 2018 challenge on single image super-resolution: Methods and results	-	45
2018	CVPRW	[Persistent memory residual network for single image super resolution](Persistent Memory Residual Network for Single Image Super Resolution)	-	3
2018	TPAMI	Fast and accurate image super-resolution with deep laplacian pyramid networks	-	55
2018	TIP	LFNet: A novel bidirectional recurrent convolutional neural network for light-field image super-resolution	-	11
2018	TIP	Learning temporal dynamics for video super-resolution: A deep learning approach	-	15
2018	WACV	CT-SRCNN: cascade trained and trimmed deep convolutional neural networks for image super resolution	-	6
2018	arxiv	Single Image Super-Resolution via Cascaded Multi-Scale Cross Network	-	9
2018	arxiv	Wide Activation for Efficient and Accurate Image Super-Resolution	Pytorch	13
2017	ICLR	Amortised map inference for image super-resolution	-	178
2017	CVPR	Photo-realistic single image super-resolution using a generative adversarial network	-	1884
2017	CVPR	Enhanced deep residual networks for single image super-resolution	-	445
2017	CVPR	Image Super Resolution via Deep Recursive Residual Network	Matlab	296
2017	CVPR	Deep laplacian pyramid networks for fast and accurate super-resolution	Matlab	378
2017	CVPR	Image Super-Resolution via Deep Recursive Residual Network	Matlab	296
2017	CVPRW	Balanced two-stage residual networks for image super-resolution	Tensorflow	18
2017	CVPRW	Ntire 2017 challenge on single image super-resolution: Methods and results	-	209
2017	ICCV	Enhancenet: Single image super-resolution through automated texture synthesis	-	167
2017	ICCV	Pixel recursive super resolution	-	96
2017	ICCV	Image super-resolution using dense skip connections	-	130
2017	TIP	Deep edge guided recurrent residual learning for image super-resolution	-	63
2017	arxiv	Srpgan: Perceptual generative adversarial network for single image super resolution	-	12
2017	ICONIP	Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network	Tensorflow	43
2016	CVPR	Accurate image super-resolution using very deep convolutional networks	-	103
2016	CVPR	Deeply-recursive convolutional network for image super-resolution	-	551
2016	ECCV	Accelerating the super-resolution convolutional neural network	-	493
2016	TIP	Robust single image super-resolution via deep networks with sparse prior	-	124
2015	TPAMI	Image super-resolution using deep convolutional networks	-	1876
2015	ICCV	Deep Networks for Image Super-Resolution with Sparse Prior	-	373