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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–396 of 396 papers

TitleStatusHype
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse ProblemsCode0
Deep Multi-scale Convolutional Neural Network for Dynamic Scene DeblurringCode0
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic NetworksCode0
Non-blind optical degradation correction via frequency self-adaptive and finetune tacticsCode0
DDR: Exploiting Deep Degradation Response as Flexible Image DescriptorCode0
DAVANet: Stereo Deblurring with View AggregationCode0
Robust Deep Ensemble Method for Real-world Image DenoisingCode0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion ModelsCode0
DarkDeblur: Learning single-shot image deblurring in low-light conditionCode0
Spatial and Frequency Domain Adaptive Fusion Network for Image DeblurringCode0
Scale-recurrent Network for Deep Image DeblurringCode0
Wide Receptive Field and Channel Attention Network for JPEG Compressed Image DeblurringCode0
Generative Flows as a General Purpose Solution for Inverse ProblemsCode0
Convolutional Neural Networks Can Be Deceived by Visual IllusionsCode0
A Fast Blind Deblurring Algorithm Using Local Gradient Product PriorCode0
Unsupervised Domain-Specific Deblurring via Disentangled RepresentationsCode0
Gated Fusion Network for Joint Image Deblurring and Super-ResolutionCode0
Event-based Image Deblurring with Dynamic Motion AwarenessCode0
Spatio-Temporal Filter Adaptive Network for Video DeblurringCode0
Estimation of motion blur kernel parameters using regression convolutional neural networksCode0
Convolutional Deblurring for Natural ImagingCode0
Continuous Generative Neural Networks: A Wavelet-Based Architecture in Function SpacesCode0
Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal AlignmentCode0
Continuous Facial Motion DeblurringCode0
Blind Image Deblurring with FFT-ReLU Sparsity PriorCode0
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing FlowsCode0
Patch-Ordering as a Regularization for Inverse Problems in Image ProcessingCode0
Perceptual Image Enhancement for Smartphone Real-Time ApplicationsCode0
Perceptual Variousness Motion Deblurring With Light Global Context RefinementCode0
Blind Image Deconvolution using Deep Generative PriorsCode0
Ultra-High-Definition Image Deblurring via Multi-scale Cubic-MixerCode0
SVBR-NET: A Non-Blind Spatially Varying Defocus Blur Removal NetworkCode0
Efficient Transformer for High Resolution Image Motion DeblurringCode0
Class-specific image deblurringCode0
Burst ranking for blind multi-image deblurringCode0
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior ModelsCode0
Bringing Alive Blurred MomentsCode0
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain EqualizationCode0
Efficient Blind Deblurring under High Noise LevelsCode0
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip ConnectionsCode0
Provably Convergent Plug-and-Play Quasi-Newton MethodsCode0
Proximal Interacting Particle Langevin AlgorithmsCode0
The Little Engine that Could: Regularization by Denoising (RED)Code0
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for Blind X-Ray Restoration and COVID-19 ClassificationCode0
DRIP: Deep Regularizers for Inverse ProblemsCode0
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image 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