SOTAVerified

Video Restoration

Papers

Showing 7699 of 99 papers

TitleStatusHype
Let's See Clearly: Contaminant Artifact Removal for Moving Cameras0
Leveraging Video Coding Knowledge for Deep Video Enhancement0
LLVD: LSTM-based Explicit Motion Modeling in Latent Space for Blind Video Denoising0
Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance0
MR-VNet: Media Restoration using Volterra Networks0
Multi-Field De-interlacing using Deformable Convolution Residual Blocks and Self-Attention0
Multi-task Video Enhancement for Dental Interventions0
Neural Compression-Based Feature Learning for Video Restoration0
On the Computation of PSNR for a Set of Images or Video0
Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait0
Physical prior guided cooperative learning framework for joint turbulence degradation estimation and infrared video restoration0
Proposal-based Video Completion0
ReBotNet: Fast Real-time Video Enhancement0
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model0
Restoration of Video Frames from a Single Blurred Image with Motion Understanding0
Restore from Restored: Video Restoration with Pseudo Clean Video0
SC-HVPPNet: Spatial and Channel Hybrid-Attention Video Post-Processing Network with CNN and Transformer0
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training0
SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining0
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline0
Spatio-temporal Transformer Network for Video Restoration0
TDM: Temporally-Consistent Diffusion Model for All-in-One Real-World Video Restoration0
Temporal-Consistent Video Restoration with Pre-trained Diffusion Models0
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Benchmark Results

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