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

Showing 34013450 of 3874 papers

TitleStatusHype
Super-resolution photoacoustic microscopy using blind structured illumination0
A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU0
SuperResolution Radar Gesture Recognitio0
A High-Frequency Focused Network for Lightweight Single Image Super-Resolution0
MARS: Radio Map Super-resolution and Reconstruction Method under Sparse Channel Measurements0
Super-resolution reconstruction of hyperspectral images via low rank tensor modeling and total variation regularization0
Super-resolution reconstruction of cytoskeleton image based on A-net deep learning network0
Super-Resolution Reconstruction of Electrical Impedance Tomography Images0
Super-Resolution Reconstruction of Interval Energy Data0
Super-resolution Reconstruction of SAR Image based on Non-Local Means Denoising Combined with BP Neural Network0
Super-resolution Reconstruction of Single Image for Latent features0
Super-Resolution Remote Imaging using Time Encoded Remote Apertures0
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data0
Super-Resolution through StyleGAN Regularized Latent Search: A Realism-Fidelity Trade-off0
Super-resolution Ultrasound Localization Microscopy through Deep Learning0
Super-resolution Using Constrained Deep Texture Synthesis0
Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution0
Super Resolution Using Segmentation-Prior Self-Attention Generative Adversarial Network0
A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization0
Super-Resolution via Conditional Implicit Maximum Likelihood Estimation0
Super-Resolution via Deep Learning0
Super-Resolution via Learned Predictor0
Super-resolution Wideband Beam Training for Near-field Communications with Ultra-low Overhead0
Super-resolution with Binary Priors: Theory and Algorithms0
Super-Resolution with Deep Adaptive Image Resampling0
A Survey of Deep Learning Video Super-Resolution0
Volumetric Image Projection Super-Resolution Ultrasound (VIP-SR) with a 1D Unfocused Linear Array0
Super-resolution with Sparse Arrays: A Non-Asymptotic Analysis of Spatio-temporal Trade-offs0
Super-Resolution with Structured Motion0
Super-Resolution works for coastal simulations0
Super-resolved Localisation without Identifying LoS/NLoS Paths0
Super-Resolved Microbubble Localization in Single-Channel Ultrasound RF Signals Using Deep Learning0
Super-resolved multi-temporal segmentation with deep permutation-invariant networks0
Super-resolved virtual staining of label-free tissue using diffusion models0
Super Resolve Dynamic Scene From Continuous Spike Streams0
Super-resolving 2D stress tensor field conserving equilibrium constraints using physics informed U-Net0
Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images0
Super-Resolving Blurry Images with Events0
Super-Resolving Commercial Satellite Imagery Using Realistic Training Data0
AGG: Amortized Generative 3D Gaussians for Single Image to 3D0
Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar0
ZS-SRT: An Efficient Zero-Shot Super-Resolution Training Method for Neural Radiance Fields0
Super-Resolving Noisy Images0
Volumetric Super-Resolution of Multispectral Data0
Super-resolving sparse observations in partial differential equations: A physics-constrained convolutional neural network approach0
Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes0
SuperTran: Reference Based Video Transformer for Enhancing Low Bitrate Streams in Real Time0
Supervised Deep Kriging for Single-Image Super-Resolution0
Supervised Learning Based Super-Resolution DoA Estimation Utilizing Antenna Array Extrapolation0
SupeRVol: Super-Resolution Shape and Reflectance Estimation in Inverse Volume Rendering0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41Unverified