Publication Details

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

VRÁBELOVÁ Pavla. Comparison of Wavelet Based Feature Extraction Methods in Classification of Emission Line Stellar Spectra. In: Proceedings of the 20th Conference STUDENT EEICT 2014. Volume 3. Brno: Brno University of Technology, 2014, pp. 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. (DIFS FIT BUT)

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

Conference

Student EEICT 2014, Brno, CZ

ISBN

978-80-214-4924-4

Publisher

Brno University of Technology

Place

Brno, CZ

BibTeX

@INPROCEEDINGS{FITPUB10552,
   author = "Pavla Vr\'{a}belov\'{a}",
   title = "Comparison of Wavelet Based Feature Extraction Methods in Classification of Emission Line Stellar Spectra",
   pages = "254--258",
   booktitle = "Proceedings of the 20th Conference STUDENT EEICT 2014",
   series = "Volume 3",
   year = 2014,
   location = "Brno, CZ",
   publisher = "Brno University of Technology",
   ISBN = "978-80-214-4924-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10552"
}