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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 321–330 of 396 papers

TitleStatusHype
Deep Unfolding of a Proximal Interior Point Method for Image RestorationCode0
Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring—0
Convolutional Neural Networks Deceived by Visual Illusions—0
Burst ranking for blind multi-image deblurringCode0
Convolutional Deblurring for Natural ImagingCode0
Deblurring Natural Image Using Super-Gaussian Fields—0
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks—0
Physics-Based Generative Adversarial Models for Image Restoration and Beyond—0
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond—0
Gated Fusion Network for Joint Image Deblurring and Super-ResolutionCode0
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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