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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–396 of 396 papers

TitleStatusHype
Modelling the Scene Dependent Imaging in Cameras with a Deep Neural Network—0
Convolutional Sparse Coding: Boundary Handling Revisited—0
Image Deblurring via Extreme Channels Prior—0
Noise-Blind Image Deblurring—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
On-Demand Learning for Deep Image RestorationCode1
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
Kernel Fusion for Better Image Deblurring—0
Blur Kernel Estimation Using Normalized Color-Line Prior—0
Improved Image Deblurring based on Salient-region Segmentation—0
Fixed Point Algorithm Based on Quasi-Newton Method for Convex Minimization Problem with Application to Image Deblurring—0
Inexact Alternating Direction Method Based on Newton descent algorithm with Application to Poisson Image Deblurring—0
Scale Adaptive Blind Deblurring—0
Recent Progress in Image Deblurring—0
A fast patch-dictionary method for whole image recovery—0
Deblurring Text Images via L0-Regularized Intensity and Gradient Prior—0
Deblurring Low-light Images with Light Streaks—0
Separable Kernel for Image Deblurring—0
Gyro-Based Multi-Image Deconvolution for Removing Handshake Blur—0
Group-based Sparse Representation for Image RestorationCode0
Image Restoration Using Joint Statistical Modeling in Space-Transform Domain—0
Cascades of Regression Tree Fields for Image Restoration—0
Total variation with overlapping group sparsity for image deblurring under impulse noise—0
Faster gradient descent and the efficient recovery of images—0
Handling Noise in Single Image Deblurring Using Directional Filters—0
Discriminative Non-blind Deblurring—0
Unnatural L0 Sparse Representation for Natural Image Deblurring—0
Kernel Estimation from Salient Structure for Robust Motion Deblurring—0
Blind Image Deblurring by Spectral Properties of Convolution Operators—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