Kapitel/Beitrag aus dem Buch: Längle, T et al. 2015. OCM 2015 – 2nd International Conference on Optical Characterization of Materials, March 18th – 19th, 2015, Karlsruhe, Germany : Conference Proceedings.
Due to the possibility of classifying unknown materials
fast and accurately the industries interest in spectroscopy is
growing. However, reliable classification is a matter of suitable
preprocessing. Existing solutions found in the literature are often
very specific a particular combination of materials. In this paper
we present a method to preprocesses hyperspectral data in order
to enables general classification of many materials. The system is
divided into five modules: selection, transformation, reduction,
decorrelation and classification. We demonstrate our method in
a demonstrator system that is available as both web- and standalone
application.
Walocha J. & Richter M. 2015. From measurement to material – Preparinghyperspectral signatures for classification. In: Längle, T et al (eds.), OCM 2015 – 2nd International Conference on Optical Characterization of Materials, March 18th – 19th, 2015, Karlsruhe, Germany : Conference Proceedings. Karlsruhe: KIT Scientific Publishing. DOI: https://doi.org/10.58895/ksp/1000044906-11
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Veröffentlicht am 18. März 2015