A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
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Updated
Aug 9, 2024
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
[ICML 2024] EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
[CVPR'22 Oral] TTVSR: Learning Trajectory-Aware Transformer for Video Super-Resolution
[ECCV'22] FTVSR: Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution
Official repository for the paper titled "Bitstream-corrupted Video Recovery: A Novel Benchmark Dataset and Method", accepted by NeurIPS 2023 Dataset and Benchmark Track
An end-to-end video restoration project with open-source pretrained deep learning models
[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur
Upscale any number of videos using this colab notebook!
This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch with us. Our emails: liboyun.gm@gmail.com; gouyuanbiao@gmail.com; haiyuzhao.gm@gmail.com; wangwenxin.gm@gmail.com
[ICCV 2023] Snow Removal in Video: A New Dataset and A Novel Method
[VISAPP 2022] MdVRNet: Deep Video Restoration under Multiple Distortions
[ACM MM 2022 - Demo] Restoration of Analog Videos Using Swin-UNet
Video restoration Processing Pipeline
[AIR 2023] 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".
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 IQ-VFI JNMR LADDER M2M MA-GCSPA NCM PerVFI PRF ProBoost-Net RIFE RN-VFI SoftSplat SSR ST-MFNet Swin-VFI TDPNet TTVFI UGFI UPR-Net UTI-VFI VFIformer VFIFT VFIMamba VFIT VIDUE VRT
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes
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