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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 396 papers

TitleStatusHype
Ambiguity in solving imaging inverse problems with deep learning based operators—0
Collaborative Blind Image Deblurring—0
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems—0
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems—0
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization—0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse ProblemsCode0
Human from Blur: Human Pose Tracking from Blurry Images—0
DRIP: Deep Regularizers for Inverse ProblemsCode0
View Adaptive Light Field Deblurring Networks with Depth Perception—0
Blind deblurring of hyperspectral document images—0
Provably Convergent Plug-and-Play Quasi-Newton MethodsCode0
Depth Estimation and Image Restoration by Deep Learning from Defocused Images—0
Take a Prior from Other Tasks for Severe Blur Removal—0
A survey on facial image deblurring—0
Multi-Scale Residual Low-Pass Filter Network for Image Deblurring—0
Single Image Deblurring with Row-dependent Blur Magnitude—0
Non-Coaxial Event-Guided Motion Deblurring with Spatial Alignment—0
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration—0
NFResNet: Multi-scale and U-shaped Networks for Deblurring—0
Multiscale Structure Guided Diffusion for Image Deblurring—0
Enhanced Fast Iterative Shrinkage Thresholding Algorithm For Linear Inverse Problem—0
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild—0
To be or not to be stable, that is the question: understanding neural networks for inverse problemsCode0
Perceptual Image Enhancement for Smartphone Real-Time Applications—0
Explainable bilevel optimization: an application to the Helsinki deblur challenge—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