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 2126–2150 of 3874 papers

TitleStatusHype
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging—0
SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings—0
A High-Frequency Focused Network for Lightweight Single Image Super-Resolution—0
CLADE: Cycle Loss Augmented Degradation Enhancement for Unpaired Super-Resolution of Anisotropic Medical Images—0
Fluctuation-based deconvolution in fluorescence microscopy using plug-and-play denoisers—0
Parameter-Free Channel Attention for Image Classification and Super-Resolution—0
Multi-modal Facial Action Unit Detection with Large Pre-trained Models for the 5th Competition on Affective Behavior Analysis in-the-wild—0
Modeling the Trade-off of Privacy Preservation and Activity Recognition on Low-Resolution Images—0
Toward Super-Resolution for Appearance-Based Gaze Estimation—0
A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU—0
Depth Super-Resolution from Explicit and Implicit High-Frequency Features—0
Mimic3D: Thriving 3D-Aware GANs via 3D-to-2D Imitation—0
ViTO: Vision Transformer-Operator—0
Spherical Space Feature Decomposition for Guided Depth Map Super-ResolutionCode0
Cross-resolution Face Recognition via Identity-Preserving Network and Knowledge Distillation—0
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach—0
IFF: A Super-resolution Algorithm for Multiple Measurements—0
Raising The Limit Of Image Rescaling Using Auxiliary Encoding—0
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration—0
CoT-MISR:Marrying Convolution and Transformer for Multi-Image Super-Resolution—0
MLP-SRGAN: A Single-Dimension Super Resolution GAN using MLP-MixerCode0
A New Super-Resolution Measurement of Perceptual Quality and Fidelity—0
Handheld Burst Super-Resolution Meets Multi-Exposure Satellite Imagery—0
Provably Convergent Plug-and-Play Quasi-Newton MethodsCode0
EfficientTempNet: Temporal Super-Resolution of Radar Rainfall—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified