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 3651–3700 of 3874 papers

TitleStatusHype
Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-DesignCode0
Data-Free Knowledge Distillation for Image Super-ResolutionCode0
Image Super-Resolution as a Defense Against Adversarial AttacksCode0
Data-driven Super-Resolution of Flood Inundation Maps using Synthetic SimulationsCode0
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip ConnectionsCode0
HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-ResolutionCode0
Image Restoration Using Deep Regulated Convolutional NetworksCode0
DFU: scale-robust diffusion model for zero-shot super-resolution image generationCode0
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip ConnectionsCode0
Detecting Overfitting of Deep Generative Networks via Latent RecoveryCode0
Detail-revealing Deep Video Super-resolutionCode0
Depth Super-Resolution Meets Uncalibrated Photometric StereoCode0
Image Reconstruction with Predictive Filter FlowCode0
Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolutionCode0
Algorithmic Guarantees for Inverse Imaging with Untrained Network PriorsCode0
Dense xUnit NetworksCode0
Denoising Prior Driven Deep Neural Network for Image RestorationCode0
Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold SimplificationCode0
Denoising Graph Super-Resolution towards Improved Collider Event ReconstructionCode0
Recovering high-quality FODs from a reduced number of diffusion-weighted images using a model-driven deep learning architectureCode0
Image quality measurements and denoising using Fourier Ring CorrelationsCode0
Recurrent Back-Projection Network for Video Super-ResolutionCode0
Image Formation Model Guided Deep Image Super-ResolutionCode0
Benchmarking Probabilistic Deep Learning Methods for License Plate RecognitionCode0
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision AgricultureCode0
Image-Adaptive GAN based ReconstructionCode0
IG-CFAT: An Improved GAN-Based Framework for Effectively Exploiting Transformers in Real-World Image Super-ResolutionCode0
A Learning-Based Framework for Line-Spectra Super-resolutionCode0
I^3Net: Inter-Intra-slice Interpolation Network for Medical Slice SynthesisCode0
Data-Driven Computational Imaging for Scientific DiscoveryCode0
DaBiT: Depth and Blur informed Transformer for Joint Refocusing and Super-ResolutionCode0
3D Appearance Super-Resolution with Deep LearningCode0
BadRefSR: Backdoor Attacks Against Reference-based Image Super ResolutionCode0
Hyperspectral Super-Resolution via Global-Local Low-Rank Matrix EstimationCode0
Hyperspectral Image Super-Resolution With Optimized RGB GuidanceCode0
Texture and Noise Dual Adaptation for Infrared Image Super-ResolutionCode0
Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance imagesCode0
Hyperspectral and multispectral image fusion with arbitrary resolution through self-supervised representationsCode0
CurvPnP: Plug-and-play Blind Image Restoration with Deep Curvature DenoiserCode0
Reference-free Axial Super-resolution of 3D Microscopy Images using Implicit Neural Representation with a 2D Diffusion PriorCode0
Denoiser-based projections for 2-D super-resolution multi-reference alignmentCode0
Hybrid Residual Attention Network for Single Image Super ResolutionCode0
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-ResolutionCode0
RefSR-NeRF: Towards High Fidelity and Super Resolution View SynthesisCode0
Hybrid Inexact BCD for Coupled Structured Matrix Factorization in Hyperspectral Super-ResolutionCode0
Deformable Non-local Network for Video Super-ResolutionCode0
Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion CompensationCode0
Hybrid Function Sparse Representation towards Image Super ResolutionCode0
Region-Conditioned Orthogonal 3D U-Net for Weather4Cast CompetitionCode0
StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain Graph Alignment and SynthesisCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified