SOTAVerified

Image Deblurring

file:///var/mobile/Library/SMS/Attachments/cb/11/8A26E2FC-7464-4692-8F2A-3F1B3E23BCD5/IMG_4630.jpeg

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 396 papers

TitleStatusHype
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
A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems—0
A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise—0
Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie—0
Beam-Shape Effects and Noise Removal from THz Time-Domain Images in Reflection Geometry in the 0.25-6 THz Range—0
Blind deblurring of hyperspectral document images—0
Blind Image Deblurring: a Review—0
Blind Image Deblurring based on Kernel Mixture—0
Blind Image Deblurring by Spectral Properties of Convolution Operators—0
Blind image deblurring using class-adapted image priors—0
Blind Image Deblurring Using Dark Channel Prior—0
Blind Image Deblurring Using Row-Column Sparse Representations—0
Blind Image Deblurring via Reweighted Graph Total Variation—0
Blind Image Deblurring With Local Maximum Gradient Prior—0
Blind Image Deblurring With Outlier Handling—0
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding—0
Blind Motion Deblurring through SinGAN Architecture—0
Blind Motion Deblurring with Cycle Generative Adversarial Networks—0
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems—0
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains—0
Blur Kernel Estimation Using Normalized Color-Line Prior—0
Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring—0
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks—0
Cascades of Regression Tree Fields for Image Restoration—0
Class-Specific Image Deblurring—0
Collaborative Blind Image Deblurring—0
Comparative Analysis of Non-Blind Deblurring Methods for Noisy Blurred Images—0
Complementary Sets of Shutter Sequences for Motion Deblurring—0
Convolutional Neural Networks Deceived by Visual Illusions—0
Convolutional Sparse Coding: Boundary Handling Revisited—0
CoordGate: Efficiently Computing Spatially-Varying Convolutions in Convolutional Neural Networks—0
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems—0
DAWN-FM: Data-Aware and Noise-Informed Flow Matching for Solving Inverse Problems—0
Deblur Gaussian Splatting SLAM—0
Deblurring Low-light Images with Light Streaks—0
Deblurring Natural Image Using Super-Gaussian Fields—0
Deblurring Text Images via L0-Regularized Intensity and Gradient Prior—0
Deblurring using Analysis-Synthesis Networks Pair—0
Deblurring via Stochastic Refinement—0
Decomposition Ascribed Synergistic Learning for Unified Image Restoration—0
Deep Image Deblurring: A Survey—0
Show:102550
← PrevPage 4 of 8Next →
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