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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 376–396 of 396 papers

TitleStatusHype
Blur Kernel Estimation Using Normalized Color-Line Prior—0
Improved Image Deblurring based on Salient-region Segmentation—0
Fixed Point Algorithm Based on Quasi-Newton Method for Convex Minimization Problem with Application to Image Deblurring—0
Inexact Alternating Direction Method Based on Newton descent algorithm with Application to Poisson Image Deblurring—0
Scale Adaptive Blind Deblurring—0
Recent Progress in Image Deblurring—0
A fast patch-dictionary method for whole image recovery—0
Deblurring Text Images via L0-Regularized Intensity and Gradient Prior—0
Deblurring Low-light Images with Light Streaks—0
Separable Kernel for Image Deblurring—0
Gyro-Based Multi-Image Deconvolution for Removing Handshake Blur—0
Group-based Sparse Representation for Image RestorationCode0
Image Restoration Using Joint Statistical Modeling in Space-Transform Domain—0
Cascades of Regression Tree Fields for Image Restoration—0
Total variation with overlapping group sparsity for image deblurring under impulse noise—0
Faster gradient descent and the efficient recovery of images—0
Handling Noise in Single Image Deblurring Using Directional Filters—0
Discriminative Non-blind Deblurring—0
Unnatural L0 Sparse Representation for Natural Image Deblurring—0
Kernel Estimation from Salient Structure for Robust Motion Deblurring—0
Blind Image Deblurring by Spectral Properties of Convolution Operators—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