SOTAVerified

Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 396 papers

TitleStatusHype
Unsupervised Domain-Specific Deblurring using Scale-Specific Attention—0
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring—0
View Adaptive Light Field Deblurring Networks with Depth Perception—0
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey—0
XYScanNet: A State Space Model for Single Image Deblurring—0
Single Image Deblurring and Camera Motion Estimation with Depth Map—0
A Comprehensive Survey on Deep Neural Image Deblurring—0
Adaptive Single Image Deblurring—0
Adaptive Window Pruning for Efficient Local Motion Deblurring—0
A Deep Variational Bayesian Framework for Blind Image Deblurring—0
A fast patch-dictionary method for whole image recovery—0
A Machine Learning Imaging Core using Separable FIR-IIR Filters—0
Ambiguity in solving imaging inverse problems with deep learning based operators—0
A Multi-scale Generalized Shrinkage Threshold Network for Image Blind Deblurring in Remote Sensing—0
Deep Algorithm Unrolling for Blind Image Deblurring—0
An Algorithm Unrolling Approach to Deep Image Deblurring—0
A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator—0
An Improved Optimal Proximal Gradient Algorithm for Non-Blind Image Deblurring—0
An incremental algorithm for non-convex AI-enhanced medical image processing—0
An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term—0
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration—0
An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks—0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition—0
A Progressive Image Restoration Network for High-order Degradation Imaging in Remote Sensing—0
A survey on facial image deblurring—0
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All datasetsGoProHIDEHIDE (trained on GOPRO)RealBlur-JRealBlur-RRealBlur-R(trained on GoPro)Real-world Dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR34.5—Unverified
2MDTPSNR34.26—Unverified
3fftformerPSNR34.21—Unverified
4LoFormerPSNR34.09—Unverified
5UFPDeblurPSNR34.06—Unverified
6ALGNet-BPSNR34.05—Unverified
7MR-VNetPSNR34.04—Unverified
8Hi-IR-LPSNR33.99—Unverified
9GRLPSNR33.93—Unverified
10Instruct-IPTPSNR33.86—Unverified
#ModelMetricClaimedVerifiedStatus
1AdaRevDPSNR32.35—Unverified
2EVSSMPSNR31.97—Unverified
3ALGNet-BPSNR31.68—Unverified
4M3SNetPSNR31.49—Unverified
5MAXIM-3SSSIM0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Hi-IR-LPSNR31.64—Unverified
2M3SNetPSNR31.49—Unverified
3MHNetPSNR30.71—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR34.15—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR41.04—Unverified
#ModelMetricClaimedVerifiedStatus
1SDWNetPSNR35.85—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR48.78—Unverified