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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 326–350 of 396 papers

TitleStatusHype
NSD-DIL: Null-Shot Deblurring Using Deep Identity Learning—0
NTIRE 2020 Challenge on Image and Video Deblurring—0
Learning Deep Gradient Descent Optimization for Image DeconvolutionCode0
Microscopy Image Restoration with Deep Wiener-Kolmogorov filtersCode0
Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser NetworkCode0
Iterative Residual Image DeconvolutionCode0
MixNet: Efficient Global Modeling for Ultra-High-Definition Image RestorationCode0
Deep learning Framework for Mobile MicroscopyCode0
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image DeblurringCode0
A Dictionary Based Approach for Removing Out-of-Focus BlurCode0
The split Gibbs sampler revisited: improvements to its algorithmic structure and augmented target distributionCode0
To be or not to be stable, that is the question: understanding neural networks for inverse problemsCode0
AGEM: Solving Linear Inverse Problems via Deep Priors and SamplingCode0
Single Stage Adaptive Multi-Attention Network for Image RestorationCode0
Image Deblurring with a Class-Specific PriorCode0
HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image RestorationCode0
Weber's law based perception and the stability of animal groupsCode0
Residual Dense Network for Image RestorationCode0
SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse LearningCode0
Group-based Sparse Representation for Image RestorationCode0
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal TrainingCode0
Deep Video Deblurring for Hand-Held CamerasCode0
Restoring Real-World Degraded Events Improves Deblurring QualityCode0
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion DeblurringCode0
Deep Video DeblurringCode0
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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