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Image Deblurring

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Papers

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Showing 201–250 of 396 papers

TitleStatusHype
Effects of Blur and Deblurring to Visual Object Tracking—0
Single Image Deblurring with Row-dependent Blur Magnitude—0
Single-image Defocus Deblurring by Integration of Defocus Map Prediction Tracing the Inverse Problem Computation—0
Single Image Optical Flow Estimation with an Event Camera—0
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model—0
Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View—0
Motion Deblurring with an Adaptive Network—0
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring—0
Spatially Variant Linear Representation Models for Joint Filtering—0
Spread Your Wings: A Radial Strip Transformer for Image Deblurring—0
Support Driven Wavelet Frame-based Image Deblurring—0
Take a Prior from Other Tasks for Severe Blur Removal—0
The Practicality of Stochastic Optimization in Imaging Inverse Problems—0
Total variation with overlapping group sparsity for image deblurring under impulse noise—0
Total Variation with Overlapping Group Sparsity and Lp Quasinorm for Infrared Image Deblurring under Salt-and-Pepper Noise—0
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring—0
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime—0
Training Adaptive Reconstruction Networks for Blind Inverse Problems—0
Training Implicit Networks for Image Deblurring using Jacobian-Free Backpropagation—0
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior—0
Unfolding a blurred image—0
Unnatural L0 Sparse Representation for Natural Image Deblurring—0
Unpaired Deblurring via Decoupled Diffusion Model—0
Unsupervised Blind Image Deblurring Based on Self-Enhancement—0
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
A Survey on 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