Wavelet transform properties of well log and their application in automatic segmentation

Citation
H. Yan et al., Wavelet transform properties of well log and their application in automatic segmentation, CH J GEO-CH, 43(4), 2000, pp. 568-573
Citations number
5
Categorie Soggetti
Earth Sciences
Journal title
CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION
ISSN journal
08989591 → ACNP
Volume
43
Issue
4
Year of publication
2000
Pages
568 - 573
Database
ISI
SICI code
0898-9591(200007)43:4<568:WTPOWL>2.0.ZU;2-E
Abstract
The zero-crossing and extreme point properties of wavelet transform of sign al are discussed by using a special function as mother wavelet. A new metho d of automatic segmentation is developed based on the extreme point propert ies of wavelet transform. The method consists of two main steps: 1. Using t he multi-resolution properties of wavelet transform, we can get the informa tion of shape variation with space coordination. 2. Using the extreme point properties of wavelet transform under different scales, we extract extreme point as referenced point of layer boundary and decided the final layer bo undary on the basis of practical condition. Efficiency of this method in pr ocessing well log signal is examined.