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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–396 of 396 papers

TitleStatusHype
Iteratively reweighted penalty alternating minimization methods with continuation for image deblurring—0
Kernel Estimation from Salient Structure for Robust Motion Deblurring—0
Blur Removal via Blurred-Noisy Image Pair—0
Kernel Fusion for Better Image Deblurring—0
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild—0
Learning a Discriminative Prior for Blind Image Deblurring—0
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond—0
Learning Discriminative Data Fitting Functions for Blind Image Deblurring—0
Learning Event-Based Motion Deblurring—0
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization—0
Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring—0
Learning to Deblur Images with Exemplars—0
Learning to Deblur Polarized Images—0
Learning to Jointly Deblur, Demosaick and Denoise Raw Images—0
Less is More: Rethinking Few-Shot Learning and Recurrent Neural Nets—0
Blur Invariant Kernel-Adaptive Network for Single Image Blind deblurring—0
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) -- A Memory-Efficient Inverse Problem Solver—0
Efficient Concertormer for Image Deblurring and Beyond—0
The Maximum Entropy on the Mean Method for Image Deblurring—0
Modeling Realistic Degradations in Non-blind Deconvolution—0
Modelling the Scene Dependent Imaging in Cameras with a Deep Neural Network—0
Monotonically Convergent Regularization by Denoising—0
Motion Aware Double Attention Network for Dynamic Scene Deblurring—0
Motion Deblurring in the Wild—0
MR-VNet: Media Restoration using Volterra Networks—0
Multi-scale Frequency Enhancement Network for Blind Image Deblurring—0
Multi-scale frequency separation network for image deblurring—0
Multi-Scale Residual Low-Pass Filter Network for Image Deblurring—0
NBD-GAP: Non-Blind Image Deblurring Without Clean Target Images—0
Near-infrared Image Deblurring and Event Denoising with Synergistic Neuromorphic Imaging—0
Neuromorphic Imaging with Joint Image Deblurring and Event Denoising—0
NFResNet: Multi-scale and U-shaped Networks for Deblurring—0
Noise-Blind Image Deblurring—0
Non-Blind Deblurring: Handling Kernel Uncertainty With CNNs—0
Non-Coaxial Event-Guided Motion Deblurring with Spatial Alignment—0
Non-Convex Weighted Lp Nuclear Norm based ADMM Framework for Image Restoration—0
Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications—0
Non-Uniform Blind Deblurring by Reblurring—0
Non-uniform Motion Deblurring with Blurry Component Divided Guidance—0
NSD-DIL: Null-Shot Deblurring Using Deep Identity Learning—0
NTIRE 2020 Challenge on Image and Video Deblurring—0
NTIRE 2021 Challenge on Image Deblurring—0
OID: Outlier Identifying and Discarding in Blind Image Deblurring—0
On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction—0
On Adversarial Robustness of Deep Image Deblurring—0
One-Shot Image Restoration—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