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 1051–1100 of 3874 papers

TitleStatusHype
PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution UnitCode1
Robust Real-World Image Super-Resolution against Adversarial AttacksCode1
Efficient CNN-based Super Resolution Algorithms for mmWave Mobile Radar ImagingCode1
Does Diffusion Beat GAN in Image Super Resolution?Code1
STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised LearningCode1
Efficient Image Super-Resolution Using Pixel AttentionCode1
A Deep Journey into Super-resolution: A surveyCode0
One Network to Solve Them All -- Solving Linear Inverse Problems Using Deep Projection ModelsCode0
One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection ModelsCode0
Boosting Lightweight Single Image Super-resolution via Joint-distillationCode0
Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New MethodCode0
OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality AssessmentCode0
Boosting Diffusion Guidance via Learning Degradation-Aware Models for Blind Super ResolutionCode0
Non-Local Recurrent Network for Image RestorationCode0
Novel Hybrid-Learning Algorithms for Improved Millimeter-Wave Imaging SystemsCode0
DiffPAD: Denoising Diffusion-based Adversarial Patch DecontaminationCode0
New Techniques for Preserving Global Structure and Denoising with Low Information Loss in Single-Image Super-ResolutionCode0
Difficulty-aware Image Super Resolution via Deep Adaptive Dual-NetworkCode0
Near field Acoustic Holography on arbitrary shapes using Convolutional Neural NetworkCode0
NCAP: Scene Text Image Super-Resolution with Non-CAtegorical PriorCode0
Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution NetworkCode0
Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold DiscriminationCode0
Neural Architecture Search for Deep Image PriorCode0
Blind Super-Resolution With Iterative Kernel CorrectionCode0
MuS2: A Real-World Benchmark for Sentinel-2 Multi-Image Super-ResolutionCode0
NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image Super-ResolutionCode0
Multi-scale super-resolution generation of low-resolution scanned pathological imagesCode0
Blind Super-Resolution Kernel Estimation using an Internal-GANCode0
Multi-scale deep neural networks for real image super-resolutionCode0
Multi-scale Residual Network for Image Super-ResolutionCode0
Multitemporal and multispectral data fusion for super-resolution of Sentinel-2 imagesCode0
DFuseNet: Deep Fusion of RGB and Sparse Depth Information for Image Guided Dense Depth CompletionCode0
DFU: scale-robust diffusion model for zero-shot super-resolution image generationCode0
Multi-Resolution Data Fusion for Super Resolution ImagingCode0
Multimodal Sensor Fusion In Single Thermal image Super-ResolutionCode0
Multi-Objective Reinforced Evolution in Mobile Neural Architecture SearchCode0
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object RepresentationCode0
Multi-level Wavelet-CNN for Image RestorationCode0
Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-ResolutionCode0
Multi-level Wavelet Convolutional Neural NetworksCode0
Multi Kernel Estimation based Object SegmentationCode0
Multimodal Image Super-resolution via Joint Sparse Representations induced by Coupled DictionariesCode0
Detecting Overfitting of Deep Generative Networks via Latent RecoveryCode0
Detail-revealing Deep Video Super-resolutionCode0
Multi-Feature Aggregation in Diffusion Models for Enhanced Face Super-ResolutionCode0
Multiframe Motion Coupling for Video Super ResolutionCode0
Multigrid Backprojection Super-Resolution and Deep Filter VisualizationCode0
Depth Super-Resolution Meets Uncalibrated Photometric StereoCode0
Blind Image Fusion for Hyperspectral Imaging with the Directional Total VariationCode0
Multi-Modality Image Super-Resolution using Generative Adversarial NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified