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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 396 papers

TitleStatusHype
Provably Convergent Plug-and-Play Quasi-Newton MethodsCode0
Burst ranking for blind multi-image deblurringCode0
Non-blind optical degradation correction via frequency self-adaptive and finetune tacticsCode0
Bringing Alive Blurred MomentsCode0
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion DeblurringCode0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse ProblemsCode0
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing FlowsCode0
Proximal Interacting Particle Langevin AlgorithmsCode0
Deep learning Framework for Mobile MicroscopyCode0
MixNet: Efficient Global Modeling for Ultra-High-Definition Image RestorationCode0
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image DeblurringCode0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion ModelsCode0
Deep Video Deblurring for Hand-Held CamerasCode0
Microscopy Image Restoration with Deep Wiener-Kolmogorov filtersCode0
Deep Video DeblurringCode0
Deep Unfolding of a Proximal Interior Point Method for Image RestorationCode0
Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser NetworkCode0
DRIP: Deep Regularizers for Inverse ProblemsCode0
Deep Multi-scale Convolutional Neural Network for Dynamic Scene DeblurringCode0
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip ConnectionsCode0
Blind Image Deconvolution using Pretrained Generative PriorsCode0
Blind Image Deconvolution using Deep Generative PriorsCode0
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal TrainingCode0
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for Blind X-Ray Restoration and COVID-19 ClassificationCode0
Iterative Residual Image DeconvolutionCode0
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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