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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 396 papers

TitleStatusHype
Event-based Image Deblurring with Dynamic Motion AwarenessCode0
Learning Deep Gradient Descent Optimization for Image DeconvolutionCode0
Convolutional Neural Networks Can Be Deceived by Visual IllusionsCode0
Estimation of motion blur kernel parameters using regression convolutional neural networksCode0
Convolutional Deblurring for Natural ImagingCode0
Image Deblurring with a Class-Specific PriorCode0
DarkDeblur: Learning single-shot image deblurring in low-light conditionCode0
Continuous Generative Neural Networks: A Wavelet-Based Architecture in Function SpacesCode0
Continuous Facial Motion DeblurringCode0
HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image RestorationCode0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse ProblemsCode0
Gated Fusion Network for Joint Image Deblurring and Super-ResolutionCode0
Efficient Transformer for High Resolution Image Motion DeblurringCode0
A Dictionary Based Approach for Removing Out-of-Focus BlurCode0
Class-specific image deblurringCode0
Efficient Blind Deblurring under High Noise LevelsCode0
Class-Specific Image Deblurring—0
Edge-Aware Deep Image Deblurring—0
Edge Adaptive Hybrid Regularization Model For Image Deblurring—0
A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise—0
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration—0
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
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring—0
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration—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