SOTAVerified

Video Restoration

Papers

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Showing 51–99 of 99 papers

TitleStatusHype
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
UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance—0
Adapting MIMO video restoration networks to low latency constraints—0
A Haar Wavelet-Based Perceptual Similarity Index for Image Quality Assessment—0
A New Real-World Video Dataset for the Comparison of Defogging Algorithms—0
CompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices—0
ConVRT: Consistent Video Restoration Through Turbulence with Test-time Optimization of Neural Video Representations—0
Cross-Consistent Deep Unfolding Network for Adaptive All-In-One Video Restoration—0
Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos—0
Deep Video Restoration for Under-Display Camera—0
DeTurb: Atmospheric Turbulence Mitigation with Deformable 3D Convolutions and 3D Swin Transformers—0
DiffMVR: Diffusion-based Automated Multi-Guidance Video Restoration—0
Dynamic Content Prediction with Motion-aware Priors for Blind Face Video Restoration—0
Editorial: Introduction to the Issue on Deep Learning for Image/Video Restoration and Compression—0
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
Physical prior guided cooperative learning framework for joint turbulence degradation estimation and infrared video restoration—0
Proposal-based Video Completion—0
ReBotNet: Fast Real-time Video Enhancement—0
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model—0
Restoration of Video Frames from a Single Blurred Image with Motion Understanding—0
Restore from Restored: Video Restoration with Pseudo Clean Video—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
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
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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