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 126–150 of 3874 papers

TitleStatusHype
FourierSpecNet: Neural Collision Operator Approximation Inspired by the Fourier Spectral Method for Solving the Boltzmann Equation—0
Super-resolution Wideband Beam Training for Near-field Communications with Ultra-low Overhead—0
Global Stress Generation and Spatiotemporal Super-Resolution Physics-Informed Operator under Dynamic Loading for Two-Phase Random Materials—0
Predicting Stress in Two-phase Random Materials and Super-Resolution Method for Stress Images by Embedding Physical Information—0
Geometry aware inference of steady state PDEs using Equivariant Neural Fields representationsCode0
CKMDiff: A Generative Diffusion Model for CKM Construction via Inverse Problems with Learned Priors—0
Iterative Collaboration Network Guided By Reconstruction Prior for Medical Image Super-Resolution—0
Survey of Video Diffusion Models: Foundations, Implementations, and ApplicationsCode1
RepNet-VSR: Reparameterizable Architecture for High-Fidelity Video Super-Resolution—0
Regularizing Differentiable Architecture Search with Smooth Activation—0
DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution—0
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study—0
NTIRE 2025 Challenge on Image Super-Resolution (4): Methods and ResultsCode2
STARS: Sparse Learning Correlation Filter with Spatio-temporal Regularization and Super-resolution Reconstruction for Thermal Infrared Target Tracking—0
Equilibrium Conserving Neural Operators for Super-Resolution Learning—0
Integrated Super-resolution Sensing and Symbiotic Communication with 3D Sparse MIMO for Low-Altitude UAV Swarm—0
SupResDiffGAN a new approach for the Super-Resolution taskCode1
AnyTSR: Any-Scale Thermal Super-Resolution for UAVCode0
Event-Enhanced Blurry Video Super-ResolutionCode3
TTRD3: Texture Transfer Residual Denoising Dual Diffusion Model for Remote Sensing Image Super-ResolutionCode1
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and ResultsCode1
ARAP-GS: Drag-driven As-Rigid-As-Possible 3D Gaussian Splatting Editing with Diffusion Prior—0
Deep Generative Models for Bayesian Inference on High-Rate Sensor Data: Applications in Automotive Radar and Medical Imaging—0
Distillation-Supervised Convolutional Low-Rank Adaptation for Efficient Image Super-ResolutionCode2
Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified