VRT: A Video Restoration Transformer (official repository)

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

TOFlow: Video Enhancement with Task-Oriented Flow

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion. CVPR_2021.

Collection of popular and reproducible video denoising works.

The py version of toflow → https://github.com/anchen1011/toflow

Unsupervised Deep Video Denoising, ICCV 2021

A comparison tool to aid image/video enhancement research

Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones (ECCV 2022)

SALT (iccv2017) based Video Denoising Codes, Matlab implementation

[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.

Video non-local Bayesian denoising

Self-supervised training for blind multi-frame video denoising

[AIR 2023] Video restoration based on deep learning: a comprehensive survey

Backward nl-Kalman filter for video denoising

This is the companion software for the paper "Total Directional Variation for video denoising".

Singular value thresholding for denoising time-resolved microscopy

ViDOSAT video denoising codes, Matlab implementation. ICIP2015 paper

Video Denoising using Low Rank Matrix completion