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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 396 papers

TitleStatusHype
Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie—0
An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term—0
Non-uniform Motion Deblurring with Blurry Component Divided Guidance—0
Blind Image Deblurring based on Kernel Mixture—0
Image deblurring based on lightweight multi-information fusion network—0
Pyramid Architecture Search for Real-Time Image Deblurring—0
Perceptual Variousness Motion Deblurring With Light Global Context RefinementCode0
SharpGAN: Receptive Field Block Net for Dynamic Scene Deblurring—0
Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring—0
Edge Adaptive Hybrid Regularization Model For Image Deblurring—0
Blind Motion Deblurring through SinGAN Architecture—0
Single Frame Deblurring with Laplacian Filters—0
Deep Learning based Spectral CT Imaging—0
Select Good Regions for Deblurring based on Convolutional Neural Networks—0
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms—0
Regularization by Denoising via Fixed-Point Projection (RED-PRO)—0
OID: Outlier Identifying and Discarding in Blind Image Deblurring—0
Deep learning Framework for Mobile MicroscopyCode0
Blur Invariant Kernel-Adaptive Network for Single Image Blind deblurring—0
Motion Aware Double Attention Network for Dynamic Scene Deblurring—0
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring—0
NTIRE 2020 Challenge on Image and Video Deblurring—0
Learning Event-Based Motion Deblurring—0
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring—0
Deblurring using Analysis-Synthesis Networks Pair—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