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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 396 papers

TitleStatusHype
Select Good Regions for Deblurring based on Convolutional Neural Networks—0
OID: Outlier Identifying and Discarding in Blind Image Deblurring—0
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms—0
Regularization by Denoising via Fixed-Point Projection (RED-PRO)—0
Deep learning Framework for Mobile MicroscopyCode0
Blur Invariant Kernel-Adaptive Network for Single Image Blind deblurring—0
End-to-end Interpretable Learning of Non-blind Image DeblurringCode1
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision TasksCode1
Motion Aware Double Attention Network for Dynamic Scene Deblurring—0
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring—0
Dark and Bright Channel Prior Embedded Network for Dynamic Scene DeblurringCode1
NTIRE 2020 Challenge on Image and Video Deblurring—0
Short and Sparse Deconvolution --- A Geometric ApproachCode1
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and LatencyCode1
Learning Event-Based Motion Deblurring—0
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring—0
Deblurring using Analysis-Synthesis Networks Pair—0
Deblurring by Realistic BlurringCode1
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
Self-Supervised Linear Motion DeblurringCode1
Handling noise in image deblurring via joint learning—0
Exploiting Semantics for Face Image Deblurring—0
Human-Aware Motion DeblurringCode1
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
Short-and-Sparse Deconvolution -- A Geometric ApproachCode1
Effects of Blur and Deblurring to Visual Object Tracking—0
Blind Image Deconvolution using Pretrained Generative PriorsCode0
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterCode1
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
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip ConnectionsCode0
Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring—0
Spatially Variant Linear Representation Models for Joint Filtering—0
Blind Image Deblurring With Local Maximum Gradient Prior—0
Spatio-Temporal Filter Adaptive Network for 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