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Extended Blind Endmember and Abundance Extraction algorithm for multi/hyperspectral imaging

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NoriakiMawatari/EBEAE_Algorithm

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EBEAE Algorithm

Extended Blind Endmember and Abundance Extraction (EBEAE) Algorithm for multi/hyperspectral imaging analysis.

This repository contains necessary files for synthetic evaluation of EBEAE with multispectral Fluorescence Lifetime Imaging Microscopy (mFLIM) and Visible-Near Infrared (VNIR) datasets.

EXECUTION

  • This script is meant to be executed from the terminal (default input arguments):
    • python3 ebeae_synthetic_ds.py

NOTE: mflim_parameters and vnir_parameters dictionaries can be edited in ebeae_synyhetic_ds.py.

OUTPUTS

Printed results of implementation in terminal and two .png files that will be autosaved in the current directory containing abundance maps and the endmembers plotted respectively.

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Extended Blind Endmember and Abundance Extraction algorithm for multi/hyperspectral imaging

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