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 601–625 of 3874 papers

TitleStatusHype
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and LatencyCode1
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary GeometriesCode1
Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual ApproximatorsCode1
Deformable 3D Convolution for Video Super-ResolutionCode1
DeFMO: Deblurring and Shape Recovery of Fast Moving ObjectsCode1
Efficient and Degradation-Adaptive Network for Real-World Image Super-ResolutionCode1
Degradation-Aware Self-Attention Based Transformer for Blind Image Super-ResolutionCode1
Deep Video Super-Resolution using HR Optical Flow EstimationCode1
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional AutoencoderCode1
Efficient Image Super-Resolution Using Pixel AttentionCode1
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional FlowsCode1
Deep Space-Time Video Upsampling NetworksCode1
Deep Semantic Statistics Matching (D2SM) Denoising NetworkCode1
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and ReconstructionCode1
Collaborative Feedback Discriminative Propagation for Video Super-ResolutionCode1
Collapsible Linear Blocks for Super-Efficient Super ResolutionCode1
A Practical Contrastive Learning Framework for Single-Image Super-ResolutionCode1
Conditional Variational Diffusion ModelsCode1
Deep Reparametrization of Multi-Frame Super-Resolution and DenoisingCode1
Deep Random Projector: Accelerated Deep Image PriorCode1
Combining Attention Module and Pixel Shuffle for License Plate Super-ResolutionCode1
EgoVSR: Towards High-Quality Egocentric Video Super-ResolutionCode1
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-ResolutionCode1
End-to-end Alternating Optimization for Real-World Blind Super ResolutionCode1
Deep Unfolding Network for Image Super-ResolutionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified