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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–260 of 396 papers

TitleStatusHype
Physics-Based Generative Adversarial Models for Image Restoration and Beyond—0
Plug-and-Play Posterior Sampling for Blind Inverse Problems—0
Unfolded proximal neural networks for robust image Gaussian denoising—0
Point spread function estimation for blind image deblurring problems based on framelet transform—0
Pyramid Architecture Search for Real-Time Image Deblurring—0
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms—0
Recent Progress in Image Deblurring—0
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image—0
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts—0
Regularization by Denoising via Fixed-Point Projection (RED-PRO)—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