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 - 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