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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 396 papers

TitleStatusHype
Efficient Blind Deblurring under High Noise LevelsCode0
Weber's law based perception and the stability of animal groupsCode0
DAVANet: Stereo Deblurring with View AggregationCode0
Deep Stacked Hierarchical Multi-patch Network for Image DeblurringCode1
Blur Removal via Blurred-Noisy Image Pair—0
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring—0
Motion Deblurring with an Adaptive Network—0
Unsupervised Domain-Specific Deblurring via Disentangled RepresentationsCode0
Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring—0
Single Image Deblurring and Camera Motion Estimation with Depth Map—0
GAN Based Image Deblurring Using Dark Channel Prior—0
An Algorithm Unrolling Approach to Deep Image Deblurring—0
Deep Algorithm Unrolling for Blind Image Deblurring—0
Iteratively reweighted penalty alternating minimization methods with continuation for image deblurring—0
Blind Motion Deblurring with Cycle Generative Adversarial Networks—0
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution—0
Total Variation with Overlapping Group Sparsity and Lp Quasinorm for Infrared Image Deblurring under Salt-and-Pepper Noise—0
Residual Dense Network for Image RestorationCode0
Deep Unfolding of a Proximal Interior Point Method for Image RestorationCode0
Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring—0
Convolutional Neural Networks Deceived by Visual Illusions—0
Burst ranking for blind multi-image deblurringCode0
Convolutional Deblurring for Natural ImagingCode0
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks—0
Deblurring Natural Image Using Super-Gaussian Fields—0
Physics-Based Generative Adversarial Models for Image Restoration and Beyond—0
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond—0
Gated Fusion Network for Joint Image Deblurring and Super-ResolutionCode0
Image Deblurring with a Class-Specific PriorCode0
Modeling Realistic Degradations in Non-blind Deconvolution—0
Non-Blind Deblurring: Handling Kernel Uncertainty With CNNs—0
An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks—0
Learning to Deblur Images with Exemplars—0
Iterative Residual Image DeconvolutionCode0
Learning Deep Gradient Descent Optimization for Image DeconvolutionCode0
Bringing Alive Blurred MomentsCode0
Learning a Discriminative Prior for Blind Image Deblurring—0
Graph-Based Blind Image Deblurring From a Single Photograph—0
Blind Image Deconvolution using Deep Generative PriorsCode0
Scale-recurrent Network for Deep Image DeblurringCode0
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging—0
Blind Image Deblurring via Reweighted Graph Total Variation—0
Blind Image Deblurring Using Row-Column Sparse Representations—0
Incorporating Side Information by Adaptive Convolution—0
Image Restoration by Iterative Denoising and Backward ProjectionsCode1
Non-Uniform Blind Deblurring by Reblurring—0
Blind Image Deblurring With Outlier Handling—0
Learning Discriminative Data Fitting Functions for Blind Image Deblurring—0
Self-Paced Kernel Estimation for Robust Blind Image Deblurring—0
Blind image deblurring using class-adapted image priors—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