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Dynamic Flat-Field Correction

This package implements the dynamic flat-field correction.

Brief description

The method described here consists of two separate steps:

  1. Initially, reference flat-fields and dark-fields are acquired and PCA is used to obtain the most relevant principal components of the flat-field dataset.

  2. During data acquisition with a sample, the effecitve flat- field is computed for each individual frame as a weighted sum of principal components, while the weights subject to minimize the total variance of the corrected image.

How to cite

S. Birnsteinova et. al. Online dynamic flat-field correction for MHz microscopy data at European XFEL (2023). J. Synchrotron Rad. 30, 1030-1037. DOI: 10.1107/S1600577523007336

Metadata

Release files for dynflatfield 1.1.0

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Source distribution for dynflatfield 1.1.0
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dynflatfield-1.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
dynflatfield-1.1.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
dynflatfield-1.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
dynflatfield-1.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
dynflatfield-1.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
dynflatfield-1.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
dynflatfield-1.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
dynflatfield-1.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
dynflatfield-1.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
dynflatfield-1.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details

Total release size: 4.6 MB

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