Publication Details

Comparison of Wavelet Based Feature Extraction Methods in Classification of Emission Line Stellar Spectra

VRÁBELOVÁ, P. Comparison of Wavelet Based Feature Extraction Methods in Classification of Emission Line Stellar Spectra. Proceedings of the 20th Conference STUDENT EEICT 2014. Volume 3. Brno: Brno University of Technology, 2014. p. 254-258. ISBN: 978-80-214-4924-4.
Czech title
Porovnání vlnkových metod extrakce rysů na klasifikaci spekter emisních čar hvězd
Type
conference paper
Language
English
Authors
Vrábelová Pavla, Ing.
Keywords

Be star, stellar spectrum, emission line, feature extraction, wavelet transform, classification, support vector machines, SVM

Abstract

The paper compares different wavelet transforms, wavelets, and statistical metrics in attempt to find the best feature extraction method for classification of Be star spectra using support vector machines (SVM).

Published
2014
Pages
254–258
Proceedings
Proceedings of the 20th Conference STUDENT EEICT 2014
Series
Volume 3
ISBN
978-80-214-4924-4
Publisher
Brno University of Technology
Place
Brno
BibTeX 
@inproceedings{BUT111539,
  author="Pavla {Vrábelová}",
  title="Comparison of Wavelet Based Feature Extraction Methods in Classification of Emission Line Stellar Spectra",
  booktitle="Proceedings of the 20th Conference STUDENT EEICT 2014",
  year="2014",
  series="Volume 3",
  pages="254--258",
  publisher="Brno University of Technology",
  address="Brno",
  isbn="978-80-214-4924-4",
  url="https://www.fit.vut.cz/research/publication/10552/"
}
Back to top