SOTAVerified

Super-Resolution

Super-Resolution is a task in computer vision that involves increasing the resolution of an image or video by generating missing high-frequency details from low-resolution input. The goal is to produce an output image with a higher resolution than the input image, while preserving the original content and structure.

( Credit: MemNet )

Papers

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Showing 951–1000 of 3874 papers

TitleStatusHype
Enhancing Space-time Video Super-resolution via Spatial-temporal Feature InteractionCode1
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse ProblemsCode1
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable AlignmentCode1
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and LatencyCode1
StarSRGAN: Improving Real-World Blind Super-ResolutionCode1
DEPTHOR: Depth Enhancement from a Practical Light-Weight dToF Sensor and RGB ImageCode1
STDAN: Deformable Attention Network for Space-Time Video Super-ResolutionCode1
Stochastic Frequency Masking to Improve Super-Resolution and Denoising NetworksCode1
Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven ApproachCode1
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object DetectionCode1
Enhanced Quadratic Video InterpolationCode1
An End-to-end Framework For Low-Resolution Remote Sensing Semantic SegmentationCode1
Designing a Practical Degradation Model for Deep Blind Image Super-ResolutionCode1
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution ModelsCode1
SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial TranscriptomicsCode1
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine LearningCode1
Enhanced Semantic Extraction and Guidance for UGC Image Super ResolutionCode1
Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face RecognitionCode1
B-Spline Texture Coefficients Estimator for Screen Content Image Super-ResolutionCode1
Enhanced Deep Residual Networks for Single Image Super-ResolutionCode1
Physics Driven Deep Retinex Fusion for Adaptive Infrared and Visible Image FusionCode1
Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual ApproximatorsCode1
Fusion of complementary 2D and 3D mesostructural datasets using generative adversarial networksCode1
Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormersCode1
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV MinimizationCode1
Enhanced Super-Resolution Training via Mimicked Alignment for Real-World ScenesCode1
SVCNet: Scribble-based Video Colorization Network with Temporal AggregationCode1
End-to-end Alternating Optimization for Blind Super ResolutionCode1
EndoL2H: Deep Super-Resolution for Capsule EndoscopyCode1
DHP: Differentiable Meta Pruning via HyperNetworksCode1
End-to-end Alternating Optimization for Real-World Blind Super ResolutionCode1
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile DeviceCode1
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo SimulationCode1
Tackling the Ill-Posedness of Super-Resolution Through Adaptive Target GenerationCode1
Bridging Component Learning with Degradation Modelling for Blind Image Super-ResolutionCode1
Tarsier: Evolving Noise Injection in Super-Resolution GANsCode1
TDAN: Temporally Deformable Alignment Network for Video Super-ResolutionCode1
TDAN: Temporally-Deformable Alignment Network for Video Super-ResolutionCode1
Temporal Modulation Network for Controllable Space-Time Video Super-ResolutionCode1
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: ReportCode1
Diffusion-based Blind Text Image Super-ResolutionCode1
Blockwise Parallel Decoding for Deep Autoregressive ModelsCode1
Blueprint Separable Residual Network for Efficient Image Super-ResolutionCode1
End-to-End Learning for Joint Image Demosaicing, Denoising and Super-ResolutionCode1
Enhancement of Anime Imaging Enlargement using Modified Super-Resolution CNNCode1
An efficient CNN for spectral reconstruction from RGB imagesCode1
EgoVSR: Towards High-Quality Egocentric Video Super-ResolutionCode1
Transformer for Single Image Super-ResolutionCode1
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and ReconstructionCode1
Efficient Video Compression via Content-Adaptive Super-ResolutionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified