IMAGE-PROCESSING WITH COMPLEX DAUBECHIES WAVELETS

Authors
Citation
Jm. Lina, IMAGE-PROCESSING WITH COMPLEX DAUBECHIES WAVELETS, Journal of mathematical imaging and vision, 7(3), 1997, pp. 211-223
Citations number
29
Categorie Soggetti
Mathematics,"Computer Sciences, Special Topics",Mathematics,"Computer Science Artificial Intelligence","Computer Science Software Graphycs Programming
ISSN journal
09249907
Volume
7
Issue
3
Year of publication
1997
Pages
211 - 223
Database
ISI
SICI code
0924-9907(1997)7:3<211:IWCDW>2.0.ZU;2-G
Abstract
Analyses based on Symmetric Daubechies Wavelets (SDW) lead to complex- valued multiresolution representations of real signals. After a recall of the construction of the SDW, we present some specific properties o f these new types of Daubechies wavelets. We then discuss two applicat ions in image processing: enhancement and restoration. In both cases, the efficiency of this multiscale representation relies on the informa tion encoded in the phase of the complex wavelet coefficients.