COMPRESSION OF INFRARED SPECTRAL DATA USING THE FAST WAVELET TRANSFORM METHOD

Citation
Ft. Chau et al., COMPRESSION OF INFRARED SPECTRAL DATA USING THE FAST WAVELET TRANSFORM METHOD, Applied spectroscopy, 51(5), 1997, pp. 649-659
Citations number
30
Categorie Soggetti
Instument & Instrumentation",Spectroscopy
Journal title
ISSN journal
00037028
Volume
51
Issue
5
Year of publication
1997
Pages
649 - 659
Database
ISI
SICI code
0003-7028(1997)51:5<649:COISDU>2.0.ZU;2-X
Abstract
The wavelet transform method was used to compress experimental infrare d spectra, The methodology utilized was based upon the fast wavelet tr ansform method coupled with the multiresolution signal decomposition, as well as the optimal bit allocation quantization and Huffman coding techniques, The proposed algorithm was applied to reduce the storage s pace of infrared spectra of several chemicals, The results obtained we re compared with those from the fast Fourier transform and the wavelet -based thresholding methods. It was found that the proposed method out performs the other two.