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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 396 papers

TitleStatusHype
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
Deep Learning based Spectral CT Imaging—0
Deep Lidar-guided Image Deblurring—0
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs—0
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring—0
Exploiting Semantics for Face Image Deblurring—0
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring—0
DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior—0
Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar images—0
Depth Estimation and Image Restoration by Deep Learning from Defocused Images—0
Discriminative Non-blind 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