A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
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Updated
Jul 16, 2024
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
VRT: A Video Restoration Transformer (official repository)
[ICML 2024] EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur
[CVPR'22 Oral] TTVSR: Learning Trajectory-Aware Transformer for Video Super-Resolution
[ECCV'22] FTVSR: Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution
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
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
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: [email protected]; [email protected]; [email protected]; [email protected]
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes
[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
Video restoration Processing Pipeline
Upscale any number of videos using this colab notebook!
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)
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