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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 396 papers

TitleStatusHype
Blind Image Deblurring via Reweighted Graph Total Variation—0
An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term—0
Adaptive Window Pruning for Efficient Local Motion Deblurring—0
Blind Image Deblurring Using Row-Column Sparse Representations—0
Gyro-based Neural Single Image Deblurring—0
A fast patch-dictionary method for whole image recovery—0
Deblur Gaussian Splatting SLAM—0
Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution—0
An incremental algorithm for non-convex AI-enhanced medical image processing—0
Image Restoration Using Joint Statistical Modeling in Space-Transform Domain—0
Graph-Based Blind Image Deblurring From a Single Photograph—0
Blind Image Deblurring Using Dark Channel Prior—0
Generative Adversarial Network (GAN) based Image-Deblurring—0
Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models—0
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors—0
DAWN-FM: Data-Aware and Noise-Informed Flow Matching for Solving Inverse Problems—0
GAN Based Image Deblurring Using Dark Channel Prior—0
An Improved Optimal Proximal Gradient Algorithm for Non-Blind Image Deblurring—0
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring—0
Gyro-Based Multi-Image Deconvolution for Removing Handshake Blur—0
Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models—0
Handling noise in image deblurring via joint learning—0
Handling Noise in Single Image Deblurring Using Directional Filters—0
Helsinki Deblur Challenge 2021: description of photographic data—0
Blind image deblurring using class-adapted image priors—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