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 151–175 of 3874 papers

TitleStatusHype
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion ModelsCode2
Implicit Diffusion Models for Continuous Super-ResolutionCode2
Learning Generative Structure Prior for Blind Text Image Super-resolutionCode2
SRFormerV2: Taking a Closer Look at Permuted Self-Attention for Image Super-ResolutionCode2
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned FacesCode2
Spatially-Adaptive Feature Modulation for Efficient Image Super-ResolutionCode2
I^2SB: Image-to-Image Schrödinger BridgeCode2
Image Restoration with Mean-Reverting Stochastic Differential EquationsCode2
Simple diffusion: End-to-end diffusion for high resolution imagesCode2
Reference-based Image and Video Super-Resolution via C2-MatchingCode2
Immersive Neural Graphics PrimitivesCode2
AERO: Audio Super Resolution in the Spectral DomainCode2
Blur Interpolation Transformer for Real-World Motion from BlurCode2
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact RemovalCode2
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing ImageryCode2
CMGAN: Conformer-Based Metric-GAN for Monaural Speech EnhancementCode2
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and RestorationCode2
Text2Light: Zero-Shot Text-Driven HDR Panorama GenerationCode2
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and ResultsCode2
Towards Lightweight Super-Resolution with Dual Regression LearningCode2
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-ResolutionCode2
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling RatesCode2
AnimeSR: Learning Real-World Super-Resolution Models for Animation VideosCode2
VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-ResolutionCode2
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel FusionCode2
Show:102550
← PrevPage 7 of 155Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified