Detail publikačního výsledku

Classification of biominerals by means of Laser Induced Breakdown Spectroscopy (LIBS) and Artificial Neural Networks

Novotný, K. - Galiová, M. - Holá, M. - Kanický, V. - Kaiser, J.

Originální název

Classification of biominerals by means of Laser Induced Breakdown Spectroscopy (LIBS) and Artificial Neural Networks

Anglický název

Classification of biominerals by means of Laser Induced Breakdown Spectroscopy (LIBS) and Artificial Neural Networks

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

The aim of this work is to analyze the feasibility of Artificial Neural Network (ANN) for the identification and classification of mineralized tissues and bio-mineral structures based on spectra obtained by LIBS. In this study, a set of different archeological samples are used to train and evaluate the ANN. For the identification of unknown samples the spectral emission of the plasma was first measured for known set of materials. The obtained spectra was used to train ANN and the output was defined as type of material (i.e. shell, mortar, soil, ceramic, tooth or bone).

Anglický abstrakt

The aim of this work is to analyze the feasibility of Artificial Neural Network (ANN) for the identification and classification of mineralized tissues and bio-mineral structures based on spectra obtained by LIBS. In this study, a set of different archeological samples are used to train and evaluate the ANN. For the identification of unknown samples the spectral emission of the plasma was first measured for known set of materials. The obtained spectra was used to train ANN and the output was defined as type of material (i.e. shell, mortar, soil, ceramic, tooth or bone).

Klíčová slova

LIBS; biominerals; artificial neural network; ANN

Klíčová slova v angličtině

LIBS; biominerals; artificial neural network; ANN

Autoři

Novotný, K. - Galiová, M. - Holá, M. - Kanický, V. - Kaiser, J.

Rok RIV

2012

Vydáno

04.01.2010

ISSN

0161-6951

Periodikum

ICP Information Newsletter

Svazek

2010

Číslo

1-2

Stát

Spojené státy americké

Strany od

137

Strany do

138

Strany počet

2

BibTex

@article{BUT14631,
  author="Jozef {Kaiser} and Michaela {Vašinová Galiová}",
  title="Classification of biominerals by means of Laser Induced Breakdown Spectroscopy (LIBS) and Artificial Neural Networks",
  journal="ICP Information Newsletter",
  year="2010",
  volume="2010",
  number="1-2",
  pages="137--138",
  issn="0161-6951"
}