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 1401–1450 of 3874 papers

TitleStatusHype
From Diffusion to Resolution: Leveraging 2D Diffusion Models for 3D Super-Resolution Task—0
FFT-Enhanced Low-Complexity Near-Field Super-Resolution Sensing—0
RTSR: A Real-Time Super-Resolution Model for AV1 Compressed Content—0
HF-Diff: High-Frequency Perceptual Loss and Distribution Matching for One-Step Diffusion-Based Image Super-ResolutionCode0
Efficient Medicinal Image Transmission and Resolution Enhancement via GAN—0
Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-ResolutionCode0
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution—0
S^3Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model—0
DiffFNO: Diffusion Fourier Neural Operator—0
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift—0
Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements—0
Performance Boundaries and Tradeoffs in Super-Resolution Imaging Technologies for Space Targets—0
LLV-FSR: Exploiting Large Language-Vision Prior for Face Super-resolution—0
GAN-Based Architecture for Low-dose Computed Tomography Imaging Denoising—0
On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction—0
LapGSR: Laplacian Reconstructive Network for Guided Thermal Super-Resolution—0
360-Degree Video Super Resolution and Quality Enhancement Challenge: Methods and Results—0
Expansion microscopy reveals neural circuit organization in genetic animal models—0
Evaluating Detection Thresholds: The Impact of False Positives and Negatives on Super-Resolution Ultrasound Localization Microscopy—0
Ensemble Learning for Microbubble Localization in Super-Resolution Ultrasound—0
Efficient Denoising Method to Improve The Resolution of Satellite Images—0
SuperResolution Radar Gesture Recognitio—0
Quasi-Newton OMP Approach for Super-Resolution Channel Estimation and Extrapolation—0
A Modular Conditional Diffusion Framework for Image Reconstruction—0
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning—0
Electro-diffusive modeling and the role of spine geometry on action potential propagation in neurons—0
ESC-MISR: Enhancing Spatial Correlations for Multi-Image Super-Resolution in Remote Sensing—0
Decoupling Fine Detail and Global Geometry for Compressed Depth Map Super-ResolutionCode0
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision AgricultureCode0
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
DiffPAD: Denoising Diffusion-based Adversarial Patch DecontaminationCode0
Blind Time-of-Flight Imaging: Sparse Deconvolution on the Continuum with Unknown Kernels—0
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing ImagesCode0
Enhancing Image Resolution: A Simulation Study and Sensitivity Analysis of System Parameters for Resourcesat-3S/3SA—0
Temporal and Spatial Super Resolution with Latent Diffusion Model in Medical MRI images—0
Fingerprints of Super Resolution Networks—0
A Generative Diffusion Model to Solve Inverse Problems for Robust in-NICU Neonatal MRI—0
Super-resolution in disordered media using neural networks—0
Learning Optimal Combination Patterns for Lightweight Stereo Image Super-Resolution—0
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
Transferring Knowledge from High-Quality to Low-Quality MRI for Adult Glioma Diagnosis—0
Hyperspectral Spatial Super-Resolution using Keystone Error—0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data—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
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified