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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2601–2650 of 3874 papers

TitleStatusHype
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different ResolutionsCode1
Learning for Unconstrained Space-Time Video Super-Resolution—0
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning—0
Provable Compressed Sensing with Generative Priors via Langevin Dynamics—0
Deep Unrolled Network for Video Super-Resolution—0
Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution—0
Center Smoothing: Certified Robustness for Networks with Structured OutputsCode0
A Comprehensive Review of Deep Learning-based Single Image Super-resolution—0
Mobile Computational Photography: A Tour—0
SRDTI: Deep learning-based super-resolution for diffusion tensor MRICode1
Selfie Periocular Verification using an Efficient Super-Resolution Approach—0
Intermediate Layer Optimization for Inverse Problems using Deep Generative ModelsCode1
Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images—0
A Generative Model for Hallucinating Diverse Versions of Super Resolution Images—0
Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance imagesCode0
Deep learning architectural designs for super-resolution of noisy imagesCode1
Single Image Super-Resolution using Residual Channel Attention NetworkCode0
Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity AttackCode1
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling—0
Real-World Super-Resolution of Face-Images from Surveillance Cameras—0
Sampling Based Scene-Space Video Processing—0
Image Restoration by Deep Projected GSURE—0
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledgeCode0
Parallax estimation for push-frame satellite imagery: application to super-resolution and 3D surface modeling from Skysat products—0
Exploiting Raw Images for Real-Scene Super-ResolutionCode1
Learning Non-linear Wavelet Transformation via Normalizing FlowCode1
An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term—0
Deep Burst Super-ResolutionCode1
Proba-V-ref: Repurposing the Proba-V challenge for reference-aware super resolutionCode0
Quality Assessment of Super-Resolved Omnidirectional Image Quality Using Tangential Views—0
Back-Projection Pipeline—0
Learning Structral coherence Via Generative Adversarial Network for Single Image Super-ResolutionCode1
3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstructionCode1
Circumventing the resolution-time tradeoff in Ultrasound Localization Microscopy by Velocity Filtering—0
Progressive Image Super-Resolution via Neural Differential Equation—0
GhostSR: Learning Ghost Features for Efficient Image Super-ResolutionCode0
Regularization via deep generative models: an analysis point of view—0
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices—0
Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face RecognitionCode1
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous DatasetsCode1
Fast and accurate learned multiresolution dynamical downscaling for precipitationCode1
Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution—0
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional FlowsCode1
DAEs for Linear Inverse Problems: Improved Recovery with Provable Guarantees—0
Fast Randomized-MUSIC for mm-Wave Massive MIMO Radars—0
Deep Learning-based Face Super-Resolution: A SurveyCode1
Single Image Super-Resolution—0
More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination—0
VHS to HDTV Video Translation using Multi-task Adversarial Learning—0
Dual-Stream Fusion Network for Spatiotemporal Video Super-ResolutionCode0
Show:102550
← PrevPage 53 of 78Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified