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 1101–1125 of 3874 papers

TitleStatusHype
Differentiable Channel Sparsity Search via Weight Sharing within Filters—0
Diff-Ensembler: Learning to Ensemble 2D Diffusion Models for Volume-to-Volume Medical Image Translation—0
Blind Time-of-Flight Imaging: Sparse Deconvolution on the Continuum with Unknown Kernels—0
AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis—0
DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation—0
Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach—0
DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution—0
Diagnosing and Preventing Instabilities in Recurrent Video Processing—0
Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision—0
Exploiting the Exact Denoising Posterior Score in Training-Free Guidance of Diffusion Models—0
Multimodal Super-Resolution: Discovering hidden physics and its application to fusion plasmas—0
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques—0
Analytic Optimization-Based Microbubble Tracking in Ultrasound Super-Resolution Microscopy—0
DHECA-SuperGaze: Dual Head-Eye Cross-Attention and Super-Resolution for Unconstrained Gaze Estimation—0
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows—0
Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning—0
Analysis Operator Learning and Its Application to Image Reconstruction—0
Blind Restoration of High-Resolution Ultrasound Video—0
AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration—0
Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling—0
Device Activity Detection and Channel Estimation for Millimeter-Wave Massive MIMO—0
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding—0
What's in the Image? Explorable Decoding of Compressed Images—0
Developing a new biophysical tool to combine magneto-optical tweezers with super-resolution fluorescence microscopy—0
Deterministic Medical Image Translation via High-fidelity Brownian Bridges—0
Show:102550
← PrevPage 45 of 155Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified