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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 396 papers

TitleStatusHype
Handling Noise in Single Image Deblurring Using Directional Filters—0
Helsinki Deblur Challenge 2021: description of photographic data—0
Exploiting Semantics for Face Image Deblurring—0
Blind Motion Deblurring through SinGAN Architecture—0
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring—0
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding—0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition—0
An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks—0
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs—0
A Machine Learning Imaging Core using Separable FIR-IIR Filters—0
Deep Lidar-guided Image Deblurring—0
Deep Learning based Spectral CT Imaging—0
Effects of Blur and Deblurring to Visual Object Tracking—0
Gyro-Based Multi-Image Deconvolution for Removing Handshake Blur—0
Hierarchical Information Flow for Generalized Efficient Image Restoration—0
Deep Image Deblurring: A Survey—0
Decomposition Ascribed Synergistic Learning for Unified Image Restoration—0
Deblurring via Stochastic Refinement—0
Blind Image Deblurring With Outlier Handling—0
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration—0
Deblurring using Analysis-Synthesis Networks Pair—0
Deblurring Text Images via L0-Regularized Intensity and Gradient Prior—0
Blind Image Deblurring With Local Maximum Gradient Prior—0
Deblurring Natural Image Using Super-Gaussian Fields—0
Deblurring Low-light Images with Light Streaks—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