Class FullyConstrainedLSU

  • All Implemented Interfaces:
    SpectralUnmixing

    public class FullyConstrainedLSU
    extends Object
    implements SpectralUnmixing
    Performs a fully constrained linear spectral unmixing, where all abundances are non-negative and their sum is equal to unity.
    Since:
    4.1
    • Constructor Detail

      • FullyConstrainedLSU

        public FullyConstrainedLSU​(double[][] endmembers)
    • Method Detail

      • unmix

        public double[][] unmix​(double[][] spectra)
        Description copied from interface: SpectralUnmixing
        Performs a linear spectral unmixing of a set of spectra.
        Specified by:
        unmix in interface SpectralUnmixing
        Parameters:
        spectra - the spectra, where number of rows = number of spectral channels number of cols = number of spectra
        Returns:
        the abundances, where number of rows = number of endmembers number of cols = number of spectra
      • mix

        public double[][] mix​(double[][] abundances)
        Description copied from interface: SpectralUnmixing
        Calculates the spectra for a set of abundances.
        Specified by:
        mix in interface SpectralUnmixing
        Parameters:
        abundances - the abundances, where number of rows = number of endmembers number of cols = number of spectra
        Returns:
        the resulting spectra, where number of rows = number of spectral channels number of cols = number of spectra