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 451–500 of 3874 papers

TitleStatusHype
Ensemble Learning for Microbubble Localization in Super-Resolution Ultrasound—0
General Geospatial Inference with a Population Dynamics Foundation ModelCode3
SuperResolution Radar Gesture Recognitio—0
Local Implicit Wavelet Transformer for Arbitrary-Scale Super-ResolutionCode1
Quasi-Newton OMP Approach for Super-Resolution Channel Estimation and Extrapolation—0
Electro-diffusive modeling and the role of spine geometry on action potential propagation in neurons—0
A Modular Conditional Diffusion Framework for Image Reconstruction—0
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning—0
ESC-MISR: Enhancing Spatial Correlations for Multi-Image Super-Resolution in Remote Sensing—0
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision AgricultureCode0
Decoupling Fine Detail and Global Geometry for Compressed Depth Map Super-ResolutionCode0
MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D—0
Super-Resolution without High-Resolution Labels for Black Hole SimulationsCode0
Constrained Diffusion Implicit Models—0
Blind Time-of-Flight Imaging: Sparse Deconvolution on the Continuum with Unknown Kernels—0
DiffPAD: Denoising Diffusion-based Adversarial Patch DecontaminationCode0
Enhancing Image Resolution: A Simulation Study and Sensitivity Analysis of System Parameters for Resourcesat-3S/3SA—0
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture ModelsCode2
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing ImagesCode0
Temporal and Spatial Super Resolution with Latent Diffusion Model in Medical MRI images—0
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical ImagesCode1
Fingerprints of Super Resolution Networks—0
Learning Optimal Combination Patterns for Lightweight Stereo Image Super-Resolution—0
Deep Learning-Based CKM Construction with Image Super-ResolutionCode1
A Generative Diffusion Model to Solve Inverse Problems for Robust in-NICU Neonatal MRI—0
Super-resolution in disordered media using neural networks—0
Sebica: Lightweight Spatial and Efficient Bidirectional Channel Attention Super Resolution NetworkCode1
Guidance Disentanglement Network for Optics-Guided Thermal UAV Image Super-ResolutionCode0
Super-resolved virtual staining of label-free tissue using diffusion models—0
A Flow-based Truncated Denoising Diffusion Model for Super-resolution Magnetic Resonance Spectroscopic Imaging—0
Hyperspectral Spatial Super-Resolution using Keystone Error—0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data—0
Transferring Knowledge from High-Quality to Low-Quality MRI for Adult Glioma Diagnosis—0
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models—0
A Wavelet Diffusion GAN for Image Super-Resolution—0
AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution—0
Advancing Super-Resolution in Neural Radiance Fields via Variational Diffusion StrategiesCode0
Multi Kernel Estimation based Object SegmentationCode0
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models—0
ControlSR: Taming Diffusion Models for Consistent Real-World Image Super ResolutionCode1
Advanced Underwater Image Quality Enhancement via Hybrid Super-Resolution Convolutional Neural Networks and Multi-Scale Retinex-Based Defogging Techniques—0
MMAD-Purify: A Precision-Optimized Framework for Efficient and Scalable Multi-Modal Attacks—0
ConsisSR: Delving Deep into Consistency in Diffusion-based Image Super-Resolution—0
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation—0
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion ModelCode0
Transformer based super-resolution downscaling for regional reanalysis: Full domain vs tiling approaches—0
Spatio-Temporal Distortion Aware Omnidirectional Video Super-ResolutionCode0
Degradation Oriented and Regularized Network for Blind Depth Super-ResolutionCode1
Optimizing Fingerprint-Spectrum-Based Synchronization in Integrated Sensing and Communications—0
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI SegmentationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified