Essays about: "MCR-ALS"

Found 1 essay containing the word MCR-ALS.

  1. 1. Accelerating MCR-ALS decomposition of hyperspectral images using k-means clustering

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Eric Kull; [2022]
    Keywords : k-means; clustering; MCR-ALS; hyperspectral image; Physics and Astronomy;

    Abstract : A hyperspectral image may be decomposed into component spectra and their distri- bution in the image to simplify analysis by revealing underlying patterns and reducing the dimensionality of the image; this may be achieved by the algorithm MCR-ALS. However, the algorithm is time consuming, but could be accelerated by a data re- duction. READ MORE