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 426–450 of 3874 papers

TitleStatusHype
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural NetworksCode1
Deep Image PriorCode1
Deep Learning-Based CKM Construction with Image Super-ResolutionCode1
Fast Monte Carlo Rendering via Multi-Resolution SamplingCode1
Fast Nearest Convolution for Real-Time Efficient Image Super-ResolutionCode1
Bayesian Image Reconstruction using Deep Generative ModelsCode1
Bayesian Image Super-Resolution with Deep Modeling of Image StatisticsCode1
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder ArchitectureCode1
Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-ResolutionCode1
AeroRIT: A New Scene for Hyperspectral Image AnalysisCode1
Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark EstimationCode1
Deep Learning-based Face Super-Resolution: A SurveyCode1
Flow-based Kernel Prior with Application to Blind Super-ResolutionCode1
A Lightweight Recurrent Aggregation Network for Satellite Video Super-ResolutionCode1
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-ResolutionCode1
DeepBedMap: Using a deep neural network to better resolve the bed topography of AntarcticaCode1
Best-Buddy GANs for Highly Detailed Image Super-ResolutionCode1
Aligned Structured Sparsity Learning for Efficient Image Super-ResolutionCode1
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-ResolutionCode1
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion ModelsCode1
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image DenoisingCode1
Accelerating Guided Diffusion Sampling with Splitting Numerical MethodsCode1
Deep Blind Super-Resolution for Satellite VideoCode1
Deep Audio Waveform PriorCode1
Deep Arbitrary-Scale Image Super-Resolution via Scale-Equivariance PursuitCode1
Show:102550
← PrevPage 18 of 155Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified