Ecosyste.ms: Packages
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conda-forge.org : pgure-svt
PGURE-SVT (Poisson-Gaussian Unbiased Risk Estimator - Singular Value Thresholding) is an algorithm designed to denoise image sequences acquired in microscopy. It exploits the correlations between consecutive frames to form low-rank matrices, which are then recovered using a technique known as nuclear norm minimization. An unbiased risk estimator for mixed Poisson-Gaussian noise is used to automate the selection of the regularization parameter, while robust noise and motion estimation maintain broad applicability to many different types of microscopy.
Registry
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Source
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purl: pkg:conda/pgure-svt
Keywords: denoising, electron-microscopy, poisson-gaussian-noise, poisson-noise, singular-value-decomposition, video-denoising
License: CNRI-Python-GPL-Compatible
Latest release: over 2 years ago
First release: almost 4 years ago
Stars: 8 on GitHub
Forks: 4 on GitHub
See more repository details: repos.ecosyste.ms
Last synced: 8 days ago