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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 deblurring using class-adapted image priors—0
Modelling the Scene Dependent Imaging in Cameras with a Deep Neural Network—0
Convolutional Sparse Coding: Boundary Handling Revisited—0
Noise-Blind Image Deblurring—0
Image Deblurring via Extreme Channels Prior—0
Deep Video Deblurring for Hand-Held CamerasCode0
Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems—0
Non-Convex Weighted Lp Nuclear Norm based ADMM Framework for Image Restoration—0
Motion Deblurring in the Wild—0
Deep Multi-scale Convolutional Neural Network for Dynamic Scene DeblurringCode0
Deep Video DeblurringCode0
The Little Engine that Could: Regularization by Denoising (RED)Code0
A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise—0
Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar images—0
End-to-End Learning for Image Burst Deblurring—0
Image Deblurring Using Smartphone Inertial Sensors—0
Blind Image Deblurring Using Dark Channel Prior—0
Robust Kernel Estimation With Outliers Handling for Image Deblurring—0
Support Driven Wavelet Frame-based Image Deblurring—0
Patch-Ordering as a Regularization for Inverse Problems in Image ProcessingCode0
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors—0
Class-specific image deblurringCode0
Complementary Sets of Shutter Sequences for Motion Deblurring—0
Class-Specific Image Deblurring—0
Blur Kernel Estimation Using Normalized Color-Line Prior—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