Lagrange wavelets for signal processing

Citation
Z. Shi et al., Lagrange wavelets for signal processing, IEEE IM PR, 10(10), 2001, pp. 1488-1508
Citations number
49
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
ISSN journal
10577149 → ACNP
Volume
10
Issue
10
Year of publication
2001
Pages
1488 - 1508
Database
ISI
SICI code
1057-7149(200110)10:10<1488:LWFSP>2.0.ZU;2-S
Abstract
This paper deals with the design of interpolating wavelets based on a varie ty of Lagrange functions, combined with novel signal processing techniques for digital imaging. Halfband Lagrange wavelets, B-spline Lagrange wavelets and Gaussian Lagrange [Lagrange distributed approximating functional (DAF) ] wavelets are presented as specific examples of the generalized Lagrange w avelets. Our approach combines the perceptually dependent visual group norm alization (VGN) technique and a softer logic masking (SLM) method. These ar e utilized to rescale the wavelet coefficients, remove perceptual redundanc y and obtain good visual performance for digital image processing.