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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 396 papers

TitleStatusHype
Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior—0
Effects of Blur and Deblurring to Visual Object Tracking—0
Single Image Deblurring with Row-dependent Blur Magnitude—0
Single-image Defocus Deblurring by Integration of Defocus Map Prediction Tracing the Inverse Problem Computation—0
Single Image Optical Flow Estimation with an Event Camera—0
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model—0
Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View—0
Motion Deblurring with an Adaptive Network—0
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring—0
Spatially Variant Linear Representation Models for Joint Filtering—0
Spread Your Wings: A Radial Strip Transformer for Image Deblurring—0
Support Driven Wavelet Frame-based Image Deblurring—0
Take a Prior from Other Tasks for Severe Blur Removal—0
The Practicality of Stochastic Optimization in Imaging Inverse Problems—0
Total variation with overlapping group sparsity for image deblurring under impulse noise—0
Total Variation with Overlapping Group Sparsity and Lp Quasinorm for Infrared Image Deblurring under Salt-and-Pepper Noise—0
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring—0
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime—0
Training Adaptive Reconstruction Networks for Blind Inverse Problems—0
Training Implicit Networks for Image Deblurring using Jacobian-Free Backpropagation—0
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior—0
Unfolding a blurred image—0
Unnatural L0 Sparse Representation for Natural Image Deblurring—0
Unpaired Deblurring via Decoupled Diffusion Model—0
Unsupervised Blind Image Deblurring Based on Self-Enhancement—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