Artificial neural network for high-throughput spectral data processing in LIBS imaging: application to archaeological mortar
Nicolas Herreyre, Adèle Cormier, Sylvain Hermelin, Christine Oberlin, Anne Schmitt, Valérie Thirion-Merle, Aldo Borlenghi, D Prigent, Catherine Coquidé, A. J. Valois, Christophe Dujardin, Philippe Dugourd, Ludovic Duponchel, Clothilde Comby‐Zerbino, Vincent Motto‐Ros
Abstract
With the development of micro-LIBS imaging, the ever-increasing size of datasets (sometimes >1 million spectra) makes the processing of spectral data difficult and time consuming.
Topics & Concepts
MortarThroughputArtificial neural networkData processingComputer scienceSpectral imagingArtificial intelligenceRemote sensingPattern recognition (psychology)Materials scienceGeologyTelecommunicationsComposite materialDatabaseWirelessLaser-induced spectroscopy and plasmaCultural Heritage Materials AnalysisBuilding materials and conservation