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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 281–290 of 396 papers

TitleStatusHype
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model—0
Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View—0
Motion Deblurring with an Adaptive Network—0
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring—0
Spatially Variant Linear Representation Models for Joint Filtering—0
Spread Your Wings: A Radial Strip Transformer for Image Deblurring—0
Support Driven Wavelet Frame-based Image Deblurring—0
Take a Prior from Other Tasks for Severe Blur Removal—0
The Practicality of Stochastic Optimization in Imaging Inverse Problems—0
Total variation with overlapping group sparsity for image deblurring under impulse noise—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