Wavelets on the 2-sphere: A group-theoretical approach

Citation
Jp. Antoine et P. Vandergheynst, Wavelets on the 2-sphere: A group-theoretical approach, AP COMP HAR, 7(3), 1999, pp. 262-291
Citations number
40
Categorie Soggetti
Mathematics,"Engineering Mathematics
Journal title
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS
ISSN journal
10635203 → ACNP
Volume
7
Issue
3
Year of publication
1999
Pages
262 - 291
Database
ISI
SICI code
1063-5203(199911)7:3<262:WOT2AG>2.0.ZU;2-1
Abstract
We present a purely group-theoretical derivation of the continuous wavelet transform (CWT) on the 2-sphere S-2, based on the construction of general c oherent states associated to square integrable group representations. The p arameter space X of our CWT is the product of SO(3) for motions and R-*(+) for dilations on S-2, which are embedded into the Lorentz group SO0(3, 1) v ia the Iwasawa decomposition, so that X similar or equal to SO0(3, 1)/N, wh ere N similar or equal to C. We select an appropriate unitary representatio n of SO0(3, 1) acting in the space L-2(S-2, d mu) of finite energy signals on S-2. This representation is square integrable over X; thus it yields imm ediately the wavelets on S-2 and the associated CWT. We find a necessary co ndition for the admissibility of a wavelet, in the form of a zero mean cond ition. Finally, the Euclidean limit of this CWT on S-2 is obtained by redoi ng the construction on a sphere of radius R and performing a group contract ion for R --> infinity. Then the parameter space goes into the similitude g roup of R-2 and one recovers exactly the CWT on the plane, including the us ual zero mean necessary condition for admissibility. (C) 1999 Academic Pres s.