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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–375 of 396 papers

TitleStatusHype
Blind Image Deconvolution using Pretrained Generative PriorsCode0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse ProblemsCode0
Deep Unfolding of a Proximal Interior Point Method for Image RestorationCode0
Deep Multi-scale Convolutional Neural Network for Dynamic Scene DeblurringCode0
Non-blind optical degradation correction via frequency self-adaptive and finetune tacticsCode0
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic NetworksCode0
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
Generative Flows as a General Purpose Solution for Inverse ProblemsCode0
Wide Receptive Field and Channel Attention Network for JPEG Compressed Image DeblurringCode0
Convolutional Neural Networks Can Be Deceived by Visual IllusionsCode0
A Fast Blind Deblurring Algorithm Using Local Gradient Product PriorCode0
Gated Fusion Network for Joint Image Deblurring and Super-ResolutionCode0
Event-based Image Deblurring with Dynamic Motion AwarenessCode0
Unsupervised Domain-Specific Deblurring via Disentangled RepresentationsCode0
Estimation of motion blur kernel parameters using regression convolutional neural networksCode0
Spatio-Temporal Filter Adaptive Network for Video DeblurringCode0
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
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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