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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 396 papers

TitleStatusHype
Deep Learning based Spectral CT Imaging—0
Deep Lidar-guided Image Deblurring—0
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs—0
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring—0
Exploiting Semantics for Face Image Deblurring—0
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring—0
DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior—0
Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar images—0
Depth Estimation and Image Restoration by Deep Learning from Defocused Images—0
Discriminative Non-blind Deblurring—0
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration—0
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring—0
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration—0
Edge Adaptive Hybrid Regularization Model For Image Deblurring—0
Edge-Aware Deep Image Deblurring—0
Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior—0
End-to-End Learning for Image Burst Deblurring—0
End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation—0
Enhanced Fast Iterative Shrinkage Thresholding Algorithm For Linear Inverse Problem—0
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks—0
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset—0
Event-based Motion Deblurring via Multi-Temporal Granularity Fusion—0
Event-based Visible and Infrared Fusion via Multi-task Collaboration—0
Explainable bilevel optimization: an application to the Helsinki deblur challenge—0
Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring—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