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Image Deblurring

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Papers

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Showing 1–10 of 396 papers

TitleStatusHype
On Inverse Problems, Parameter Estimation, and Domain Generalization—0
Efficient RAW Image Deblurring with Adaptive Frequency ModulationCode1
Plug-and-Play Posterior Sampling for Blind Inverse Problems—0
An incremental algorithm for non-convex AI-enhanced medical image processing—0
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring—0
NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and ResultsCode1
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain EqualizationCode0
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model—0
Deblur Gaussian Splatting SLAM—0
One-Step Diffusion Model for Image Motion-DeblurringCode1
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All datasetsGoProHIDEHIDE (trained on GOPRO)RealBlur-JRealBlur-RRealBlur-R(trained on GoPro)Real-world Dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Hi-IR-LPSNR31.64—Unverified
2M3SNetPSNR31.49—Unverified
3MHNetPSNR30.71—Unverified