meroluo

LiteFlowNet3

LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation, ECCV 2020

PWC-Net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

FlowNetPytorch

Pytorch implementation of FlowNet by Dosovitskiy et al.

MaskFlownet

[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask

SRFBN_CVPR19

Pytorch code for our paper "Feedback Network for Image Super-Resolution" (CVPR2019)

MCAN

USRNet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

RankSRGAN

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

WeightedMeanCurvature

Weighted Mean Curvature is a better regularization than Total Variation

SideWindowFilter

Side window is better than Full window

SAN

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

PPON

Progressive Perception-Oriented Network for Single Image Super-Resolution (Information Sciences 2021)

Residual-Dense-Network-Trained-with-cGAN-for-Super-Resolution

This repository is as a research project in the field of super resolution. It uses RDN as the generator and spectral norm is used in discriminator.

ADFU

IEEE TRANSACTIONS ON CYBERNETICS codes for ADFU.

GMFN

PyTorch code for our paper "Gated Multiple Feedback Network for Image Super-Resolution" (BMVC2019)

AWSRN

PyTorch code for our paper "Lightweight Image Super-Resolution with Adaptive Weighted Learning Network"

TecoGAN

This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.

latest-development-of-ISR-VSR

Latest development of ISR/VSR. Papers and related resources, mainly state-of-the-art and novel works in ICCV, ECCV and CVPR about image super-resolution and video super-resolution.

VideoSuperResolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

open-docs

Doc sources for the Open Video Restoration and My Records in

video-enhancement

A list of resources for video enhancement, including video super-resolutio, interpolation, denoising, compression artifact removal et al..

EDVR

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

ESPCN

A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

TDAN-VSR-CVPR-2020

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

RISTN

AAAI 2019 paper. "Residual Invertible Spatio-Temporal Network for Video Super-Resolution"

LISTA-CPSS

[NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*, Jialin Liu*, Zhangyang Wang and Wotao Yin.

ALISTA

[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.