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 551–600 of 3874 papers

TitleStatusHype
Diffusion Models Beat GANs on Image ClassificationCode1
DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion ModelsCode1
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised LearningCode1
DHP: Differentiable Meta Pruning via HyperNetworksCode1
Component Divide-and-Conquer for Real-World Image Super-ResolutionCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
Detail-Preserving Transformer for Light Field Image Super-ResolutionCode1
Does Diffusion Beat GAN in Image Super Resolution?Code1
EBSR: Feature Enhanced Burst Super-Resolution With Deformable AlignmentCode1
Efficient scene text image super-resolution with semantic guidanceCode1
Degradation Oriented and Regularized Network for Blind Depth Super-ResolutionCode1
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional FlowsCode1
Deformable 3D Convolution for Video Super-ResolutionCode1
Degradation-Aware Self-Attention Based Transformer for Blind Image Super-ResolutionCode1
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and LatencyCode1
Deep Space-Time Video Upsampling NetworksCode1
Catch-A-Waveform: Learning to Generate Audio from a Single Short ExampleCode1
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and ReconstructionCode1
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-ResolutionCode1
DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsCode1
Deep Semantic Statistics Matching (D2SM) Denoising NetworkCode1
Deep Unfolding Network for Image Super-ResolutionCode1
Cascaded Temporal Updating Network for Efficient Video Super-ResolutionCode1
Cascaded Local Implicit Transformer for Arbitrary-Scale Super-ResolutionCode1
3D Human Pose, Shape and Texture from Low-Resolution Images and VideosCode1
Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingCode1
Deep Video Super-Resolution using HR Optical Flow EstimationCode1
Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual ApproximatorsCode1
DEPTHOR: Depth Enhancement from a Practical Light-Weight dToF Sensor and RGB ImageCode1
Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super ResolutionCode1
Diffusion-based Blind Text Image Super-ResolutionCode1
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse ProblemsCode1
Diffusion Prior Interpolation for Flexibility Real-World Face Super-ResolutionCode1
Deep Model-Based Super-Resolution with Non-uniform BlurCode1
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image SynthesisCode1
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-ResolutionCode1
Discovering Distinctive "Semantics" in Super-Resolution NetworksCode1
Discrete Cosine Transform Network for Guided Depth Map Super-ResolutionCode1
Deep Plug-and-Play Prior for Hyperspectral Image RestorationCode1
Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modellingCode1
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional AutoencoderCode1
Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluationCode1
Deep Plug-and-Play Super-Resolution for Arbitrary Blur KernelsCode1
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data CharacteristicCode1
Deep Learning-Based Multiband Signal Fusion for 3-D SAR Super-ResolutionCode1
ControlSR: Taming Diffusion Models for Consistent Real-World Image Super ResolutionCode1
Deep Learning-Driven Ultra-High-Definition Image Restoration: A SurveyCode1
Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRICode1
Deep Learning-Based CKM Construction with Image Super-ResolutionCode1
Deep learning architectural designs for super-resolution of noisy imagesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified