There are 9 repositories under video-restoration topic.
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
VRT: A Video Restoration Transformer (official repository)
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
[CVPR'22 Oral] TTVSR: Learning Trajectory-Aware Transformer for Video Super-Resolution
Official implementation of "MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video" (TPAMI'19).
Implementation of "Spatio-Temporal Deformable Convolution for Compressed Video Quality Enhancement" (AAAI'20).
[ECCV'22] FTVSR: Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution
Method and experience of winning the NTIRE'22 VQE challenge.
Rankings include: ABME AdaFNIO ALANET AMT BiT BVFI CDFI CtxSyn DBVI DeMFI DQBC DRVI EAFI EBME EDC EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR H-VFI IFRNet JNMR MA-GCSPA NCM PRF ProBoost-Net RIFE RN-VFI SoftSplat SSR ST-MFNet TDPNet TTVFI UGFI UPR-Net UTI-VFI VFIformer VFIT VIDUE VRT
An end-to-end video restoration project with open-source pretrained deep learning models
[ICCV 2023] Snow Removal in Video: A New Dataset and A Novel Method
Empower the quality enhancement approaches for compressed videos.
[ACM MM 2022 - Demo] Restoration of Analog Videos Using Swin-UNet
Official repository for the paper titled "Bitstream-corrupted Video Recovery: A Novel Benchmark Dataset and Method", accepted by NeurIPS 2023 Dataset and Benchmark Track
Upscale any number of videos using this colab notebook!
Video restoration Processing Pipeline
Video restoration based on deep learning: a comprehensive survey
[IEEE TMM 2023] This is the official repo of the paper "Perceptual Quality Improvement in Videoconferencing using Keyframes-based GAN".
Pytorch implementation of the paper "MdVRNet: Deep Video Restoration under Multiple Distortions" (VISAPP 2022)
Pytorch implementation of the model proposed by the IVL team for the AIM 2022 challenge on super-resolution of compressed videos
Tubitak119e578 project: A novel detection and restoration pipeline for Phase Contrast Microscopy Time Series images
This repository is part of an ongoing personal project to understand and improve video/image restoration and processing.
Image restoration for deep-sea ROV underwater images and videos.