Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.

From measurement to material – preparing hyperspectral signatures for classification

 
: Walocha, J.; Richter, M.

:
Fulltext urn:nbn:de:0011-n-3350015 (616 KByte PDF)
MD5 Fingerprint: 33af009560fcb98311afcfd03af05f3c
Created on: 14.4.2015


Beyerer, Jürgen (Ed.); Puente Leon, Fernando (Ed.); Längle, Thomas (Ed.):
OCM 2015, 2nd International Conference on Optical Characterization of Materials : March 18th - 19th, 2015, Karlsruhe, Germany
Karlsruhe: KIT Scientific Publishing, 2015
ISBN: 978-3-7315-0318-7
DOI: 10.5445/KSP/1000044906
pp.137-145
International Conference on Optical Characterization of Materials (OCM) <2, 2015, Karlsruhe>
English
Conference Paper, Electronic Publication
Fraunhofer IOSB ()

Abstract
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.

: http://publica.fraunhofer.de/documents/N-335001.html