SOTAVerified

Video Restoration

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–99 of 99 papers

TitleStatusHype
EVRNet: Efficient Video Restoration on Edge Devices—0
Grassmann Averages for Scalable Robust PCA—0
Hazy Low-Quality Satellite Video Restoration Via Learning Optimal Joint Degradation Patterns and Continuous-Scale Super-Resolution Reconstruction—0
How I Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models—0
Imaging through the Atmosphere using Turbulence Mitigation Transformer—0
Joint Flow And Feature Refinement Using Attention For Video Restoration—0
Learning Physical-Spatio-Temporal Features for Video Shadow Removal—0
Learning the Loss Functions in a Discriminative Space for Video Restoration—0
Let's See Clearly: Contaminant Artifact Removal for Moving Cameras—0
Leveraging Video Coding Knowledge for Deep Video Enhancement—0
LLVD: LSTM-based Explicit Motion Modeling in Latent Space for Blind Video Denoising—0
Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance—0
MR-VNet: Media Restoration using Volterra Networks—0
Multi-Field De-interlacing using Deformable Convolution Residual Blocks and Self-Attention—0
Multi-task Video Enhancement for Dental Interventions—0
Neural Compression-Based Feature Learning for Video Restoration—0
On the Computation of PSNR for a Set of Images or Video—0
Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait—0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining—0
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline—0
Spatio-temporal Transformer Network for Video Restoration—0
TDM: Temporally-Consistent Diffusion Model for All-in-One Real-World Video Restoration—0
Temporal-Consistent Video Restoration with Pre-trained Diffusion Models—0
Dual Inverse Degradation Network for Real-World SDRTV-to-HDRTV Conversion—0
Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence—0
A comprehensive survey on video frame interpolation techniques—0
Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration—0
Unsupervised Methods for Video Quality Improvement: A Survey of Restoration and Enhancement Techniques—0
Video Restoration Against Yin-Yang Phasing—0
Video Restoration with a Deep Plug-and-Play Prior—0
VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising—0
WonderFree: Enhancing Novel View Quality and Cross-View Consistency for 3D Scene Exploration—0
SC-HVPPNet: Spatial and Channel Hybrid-Attention Video Post-Processing Network with CNN and Transformer—0
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training—0
SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration—0
Restoration of User Videos Shared on Social MediaCode0
Task Agnostic Restoration of Natural Video DynamicsCode0
DaBiT: Depth and Blur informed Transformer for Joint Refocusing and Super-ResolutionCode0
UDC-VIT: A Real-World Video Dataset for Under-Display CamerasCode0
Plug-and-Play Linear Attention for Pre-trained Image and Video Restoration ModelsCode0
Influence-guided Data Augmentation for Neural Tensor CompletionCode0
A New Multi-Picture Architecture for Learned Video Deinterlacing and Demosaicing with Parallel Deformable Convolution and Self-Attention BlocksCode0
Neural Image Re-ExposureCode0
ViStripformer: A Token-Efficient Transformer for Versatile Video RestorationCode0
MNeRV: A Multilayer Neural Representation for VideosCode0
HR-INR: Continuous Space-Time Video Super-Resolution via Event CameraCode0
Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion ModelCode0
MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed VideoCode0
FLAIR: A Conditional Diffusion Framework with Applications to Face Video RestorationCode0
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All datasetsSEPE 8KUVG

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DiQP on AV1 with QP 255Average PSNR (dB)34.87—Unverified
2DiQP on HVEC with QP 51Average PSNR (dB)34.2—Unverified
#ModelMetricClaimedVerifiedStatus
1DiQP on AV1 with QP 255Average PSNR (dB)32.55—Unverified
2DiQP on HVEC with QP 51Average PSNR (dB)31.97—Unverified