Deep Generative Models for Spectroscopic Analysis on Mars

arXiv: Learning, Volume abs/1608.05983, 2016.

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Abstract:

Hyperspectral instruments (HSIs) measure the electromagnetic energy emitted by materials at high resolution (hundreds to thousands of channels) enabling material identification through spectroscopic analysis. Laser-induced breakdown spectroscopy (LIBS) is used by the ChemCam instrument on the Curiosity rover to measure the emission spectr...More

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