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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 396 papers

TitleStatusHype
Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie—0
An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term—0
Non-uniform Motion Deblurring with Blurry Component Divided Guidance—0
Blind Image Deblurring based on Kernel Mixture—0
Image deblurring based on lightweight multi-information fusion network—0
Pyramid Architecture Search for Real-Time Image Deblurring—0
Perceptual Variousness Motion Deblurring With Light Global Context RefinementCode0
SharpGAN: Receptive Field Block Net for Dynamic Scene Deblurring—0
Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring—0
Edge Adaptive Hybrid Regularization Model For Image Deblurring—0
Blind Motion Deblurring through SinGAN Architecture—0
Single Frame Deblurring with Laplacian Filters—0
Deep Learning based Spectral CT Imaging—0
Select Good Regions for Deblurring based on Convolutional Neural Networks—0
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms—0
Regularization by Denoising via Fixed-Point Projection (RED-PRO)—0
OID: Outlier Identifying and Discarding in Blind Image Deblurring—0
Deep learning Framework for Mobile MicroscopyCode0
Blur Invariant Kernel-Adaptive Network for Single Image Blind deblurring—0
Motion Aware Double Attention Network for Dynamic Scene Deblurring—0
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring—0
NTIRE 2020 Challenge on Image and Video Deblurring—0
Learning Event-Based Motion Deblurring—0
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring—0
Deblurring using Analysis-Synthesis Networks Pair—0
Single Image Optical Flow Estimation with an Event Camera—0
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey—0
The Maximum Entropy on the Mean Method for Image Deblurring—0
Handling noise in image deblurring via joint learning—0
Exploiting Semantics for Face Image Deblurring—0
Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer—0
A Machine Learning Imaging Core using Separable FIR-IIR Filters—0
AGEM: Solving Linear Inverse Problems via Deep Priors and SamplingCode0
Microscopy Image Restoration with Deep Wiener-Kolmogorov filtersCode0
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs—0
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal TrainingCode0
The Practicality of Stochastic Optimization in Imaging Inverse Problems—0
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling—0
Semantic-aware Image Deblurring—0
Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications—0
Effects of Blur and Deblurring to Visual Object Tracking—0
Blind Image Deconvolution using Pretrained Generative PriorsCode0
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic NetworksCode0
Inertial nonconvex alternating minimizations for the image deblurring—0
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration—0
Edge-Aware Deep Image Deblurring—0
Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior—0
Convolutional Neural Networks Can Be Deceived by Visual IllusionsCode0
Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring—0
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip ConnectionsCode0
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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