APPLICATION OF THE FAST WAVELET TRANSFORM METHOD TO COMPRESS ULTRAVIOLET-VISIBLE SPECTRA

Citation
Ft. Chau et al., APPLICATION OF THE FAST WAVELET TRANSFORM METHOD TO COMPRESS ULTRAVIOLET-VISIBLE SPECTRA, Applied spectroscopy, 50(3), 1996, pp. 339-348
Citations number
43
Categorie Soggetti
Instument & Instrumentation",Spectroscopy
Journal title
ISSN journal
00037028
Volume
50
Issue
3
Year of publication
1996
Pages
339 - 348
Database
ISI
SICI code
0003-7028(1996)50:3<339:AOTFWT>2.0.ZU;2-M
Abstract
Data compression methods based on the fast wavelet transform and the m ultiresolution signal decomposition algorithms were devised and applie d to ultraviolet-visible absorption spectra. Wavelet functions of the Daubechies type were employed for the purpose. In addition, two data p retreatment procedures were proposed and used to cope with the side-lo be problem. The performance of these methods was evaluated by using bo th synthetic and experimental data. It was found that the storage spac e of the spectral information under study can be reduced significantly by using the suggested methods with good-quality spectra generated fr om the compressed data.