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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 396 papers

TitleStatusHype
Cascades of Regression Tree Fields for Image Restoration—0
A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems—0
Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring—0
A Deep Variational Bayesian Framework for Blind Image Deblurring—0
Discriminative Non-blind Deblurring—0
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks—0
A survey on facial image deblurring—0
Depth Estimation and Image Restoration by Deep Learning from Defocused Images—0
Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring—0
Ambiguity in solving imaging inverse problems with deep learning based operators—0
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring—0
Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar images—0
Blur Kernel Estimation Using Normalized Color-Line Prior—0
DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior—0
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring—0
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration—0
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring—0
A Survey on Image Deblurring—0
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains—0
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration—0
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems—0
Event-based Motion Deblurring via Multi-Temporal Granularity Fusion—0
Blind Motion Deblurring with Cycle Generative Adversarial Networks—0
Edge-Aware Deep Image Deblurring—0
A Progressive Image Restoration Network for High-order Degradation Imaging in Remote Sensing—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