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 1501–1525 of 3874 papers

TitleStatusHype
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyCode1
Mimic3D: Thriving 3D-Aware GANs via 3D-to-2D Imitation—0
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data OverfittingCode1
DeblurSR: Event-Based Motion Deblurring Under the Spiking RepresentationCode1
Spherical Space Feature Decomposition for Guided Depth Map Super-ResolutionCode0
ViTO: Vision Transformer-Operator—0
Cross-resolution Face Recognition via Identity-Preserving Network and Knowledge Distillation—0
ResDiff: Combining CNN and Diffusion Model for Image Super-ResolutionCode1
Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion ModelsCode1
Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach—0
Super-Resolution Information Enhancement For Crowd CountingCode1
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
Recursive Generalization Transformer for Image Super-ResolutionCode1
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
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and GeneralizabilityCode1
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned FacesCode2
Provably Convergent Plug-and-Play Quasi-Newton MethodsCode0
Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-ResolutionCode1
EfficientTempNet: Temporal Super-Resolution of Radar Rainfall—0
LMR: A Large-Scale Multi-Reference Dataset for Reference-based Super-ResolutionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified