ICA applied to imaging spectroscopy remote sensing
Résumé
A comparison of Principal Components Analysis and Independent Components Analysis is made in the context of imaging spectroscopy of the Solar System bodies. Specific behaviors are outlined and explained, using examples from recent space-borne experiments and telescopic observations. ICA is in general a much more efficient tool to analyze spectral data cubes.