SOTAVerified

Video Enhancement

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 110 papers

TitleStatusHype
A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement—0
A Survey on Super Resolution for video Enhancement Using GAN—0
BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement—0
DarkVision: A Benchmark for Low-light Image/Video Perception—0
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review—0
DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement—0
Diagnosing and Preventing Instabilities in Recurrent Video Processing—0
Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement—0
Enhancement or Super-Resolution: Learning-based Adaptive Video Streaming with Client-Side Video Processing—0
Enhancing Underexposed Photos using Perceptually Bidirectional Similarity—0
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset—0
EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More—0
Fast Unsupervised Tensor Restoration via Low-rank Deconvolution—0
From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization—0
Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance—0
Intra-and-Inter-Constraint-based Video Enhancement based on Piecewise Tone Mapping—0
Joint tone mapping and denoising of thermal infrared images via multi-scale Retinex and multi-task learning—0
Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition—0
Learning for Unconstrained Space-Time Video Super-Resolution—0
Learning to See Moving Objects in the Dark—0
Learnt Deep Hyperparameter selection in Adversarial Training for compressed video enhancement with perceptual critic—0
Leveraging Video Coding Knowledge for Deep Video Enhancement—0
Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance—0
Low-light Image and Video Enhancement via Selective Manipulation of Chromaticity—0
Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition—0
Low-Light Video Enhancement with Synthetic Event Guidance—0
LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement—0
VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision—0
Multi-Frame Quality Enhancement On Compressed Video Using Quantised Data of Deep Belief Networks—0
Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models—0
Multi-task Video Enhancement for Dental Interventions—0
NTIRE 2023 Quality Assessment of Video Enhancement Challenge—0
Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori—0
RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content—0
SALVE: Self-supervised Adaptive Low-light Video Enhancement—0
SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement—0
Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline—0
Towards Transparent Application of Machine Learning in Video Processing—0
Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration—0
VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge—0
Video Decomposition Prior: A Methodology to Decompose Videos into Layers—0
Video Enhancement of People Wearing Polarized Glasses: Darkening Reversal and Reflection Reduction—0
BVI-Lowlight: Fully Registered Benchmark Dataset for Low-Light Video EnhancementCode0
MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed VideoCode0
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Frame Interpolation and EnhancementCode0
Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video EnhancementCode0
UnDIVE: Generalized Underwater Video Enhancement Using Generative PriorsCode0
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and EnhancementCode0
From Events to Enhancement: A Survey on Event-Based Imaging TechnologiesCode0
Low Light Video Enhancement by Learning on Static Videos with Cross-Frame AttentionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BasicVSR++Incremental PSNR1.1—Unverified
2S2SVRIncremental PSNR0.93—Unverified
3STDFIncremental PSNR0.83—Unverified
4EDVRIncremental PSNR0.75—Unverified
5MFQE 2.0Incremental PSNR0.56—Unverified
6MFQE 1.0Incremental PSNR0.46—Unverified