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 276–300 of 3874 papers

TitleStatusHype
Deep learning architectural designs for super-resolution of noisy imagesCode1
Deep Burst Super-ResolutionCode1
Deep Blind Super-Resolution for Satellite VideoCode1
DeepBedMap: Using a deep neural network to better resolve the bed topography of AntarcticaCode1
Deep Blind Video Super-resolutionCode1
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-ResolutionCode1
Deep Learning-Based CKM Construction with Image Super-ResolutionCode1
Deep Adaptive Inference Networks for Single Image Super-ResolutionCode1
AdaPool: Exponential Adaptive Pooling for Information-Retaining DownsamplingCode1
Deep Arbitrary-Scale Image Super-Resolution via Scale-Equivariance PursuitCode1
Simultaneous Image-to-Zero and Zero-to-Noise: Diffusion Models with Analytical Image AttenuationCode1
AdaDM: Enabling Normalization for Image Super-ResolutionCode1
DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware Stable DiffusionCode1
Deep Audio Waveform PriorCode1
Decomposition-Based Variational Network for Multi-Contrast MRI Super-Resolution and ReconstructionCode1
A Benchmark for Chinese-English Scene Text Image Super-resolutionCode1
DDistill-SR: Reparameterized Dynamic Distillation Network for Lightweight Image Super-ResolutionCode1
DeblurSR: Event-Based Motion Deblurring Under the Spiking RepresentationCode1
Decoupled Data Consistency with Diffusion Purification for Image RestorationCode1
DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC AlgorithmCode1
Deep Learning-based Face Super-Resolution: A SurveyCode1
Degradation-Aware Self-Attention Based Transformer for Blind Image Super-ResolutionCode1
DynaVSR: Dynamic Adaptive Blind Video Super-ResolutionCode1
CVAE-GAN: Fine-Grained Image Generation through Asymmetric TrainingCode1
Ad2Attack: Adaptive Adversarial Attack on Real-Time UAV TrackingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified