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 2951–3000 of 3874 papers

TitleStatusHype
Unsupervised Video Understanding by Reconciliation of Posture Similarities—0
Untrained, physics-informed neural networks for structured illumination microscopy—0
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution—0
Urban precipitation downscaling using deep learning: a smart city application over Austin, Texas, USA—0
Use of triplet loss for facial restoration in low-resolution images—0
USF Spectral Estimation: Prevalence of Gaussian Cramér-Rao Bounds Despite Modulo Folding—0
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution—0
Using Physics-Informed Super-Resolution Generative Adversarial Networks for Subgrid Modeling in Turbulent Reactive Flows—0
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology—0
Using Super-Resolution Imaging for Recognition of Low-Resolution Blurred License Plates: A Comparative Study of Real-ESRGAN, A-ESRGAN, and StarSRGAN—0
V2X Sidelink Positioning in FR1: From Ray-Tracing and Channel Estimation to Bayesian Tracking—0
Variational Message Passing-based Multiobject Tracking for MIMO-Radars using Raw Sensor Signals—0
VarSR: Variational Super-Resolution Network for Very Low Resolution Images—0
VEnhancer: Generative Space-Time Enhancement for Video Generation—0
Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network—0
Very Deep Super-Resolution of Remotely Sensed Images with Mean Square Error and Var-norm Estimators as Loss Functions—0
Very Low-Resolution Iris Recognition Via Eigen-Patch Super-Resolution and Matcher Fusion—0
VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge—0
VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution—0
VHS to HDTV Video Translation using Multi-task Adversarial Learning—0
Video compression with low complexity CNN-based spatial resolution adaptation—0
Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements—0
Video-Specific Autoencoders for Exploring, Editing and Transmitting Videos—0
Video Face Super-Resolution with Motion-Adaptive Feedback Cell—0
VideoGigaGAN: Towards Detail-rich Video Super-Resolution—0
Video Interpolation with Diffusion Models—0
Video Restoration with a Deep Plug-and-Play Prior—0
Rethinking Video Super-Resolution: Towards Diffusion-Based Methods without Motion Alignment—0
Video Super Resolution Based on Deep Learning: A Comprehensive Survey—0
Video super-resolution for single-photon LIDAR—0
Video Super-Resolution Using a Grouped Residual in Residual Network—0
Video Super-Resolution via Deep Draft-Ensemble Learning—0
Video Super-Resolution with Long-Term Self-Exemplars—0
VIINTER: View Interpolation with Implicit Neural Representations of Images—0
Virtual Coil Augmentation Technology for MR Coil Extrapolation via Deep Learning—0
Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval—0
Vision-Informed Flow Image Super-Resolution with Quaternion Spatial Modeling and Dynamic Flow Convolution—0
ViTO: Vision Transformer-Operator—0
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data—0
Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution—0
Volumetric Image Projection Super-Resolution Ultrasound (VIP-SR) with a 1D Unfocused Linear Array—0
Volumetric Super-Resolution of Multispectral Data—0
VoLUT: Efficient Volumetric streaming enhanced by LUT-based super-resolution—0
VSpSR: Explorable Super-Resolution via Variational Sparse Representation—0
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models—0
WaveDiffUR: A diffusion SDE-based solver for ultra magnification super-resolution in remote sensing images—0
Wavelet-Based Segmentation on the Sphere—0
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution—0
Wave-U-Mamba: An End-To-End Framework For High-Quality And Efficient Speech Super Resolution—0
WDN: A Wide and Deep Network to Divide-and-Conquer Image Super-resolution—0
Show:102550
← PrevPage 60 of 78Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified