Wavelets on the 2-Sphere:penalty -@M A Group-Theoretical Approach

نویسندگان

  • J.-P. Antoine
  • P. Vandergheynst
چکیده

We present a purely group-theoretical derivation of the continuous wavelet transform (CWT) on the 2-sphere S2, based on the construction of general coherent states associated to square integrable group representations. The parameter space X of our CWT is the product of SO(3) for motions and R+∗ for dilations on S2, which are embedded into the Lorentz group SO0(3,1) via the Iwasawa decomposition, so that X ' SO0(3,1)/N , where N ' C. We select an appropriate unitary representation of SO0(3,1) acting in the space L 2(S2, dμ) of finite energy signals on S2. This representation is square integrable over X; thus it yields immediately the wavelets on S2 and the associated CWT. We find a necessary condition for the admissibility of a wavelet, in the form of a zero mean condition. Finally, the Euclidean limit of this CWT on S2 is obtained by redoing the construction on a sphere of radius R and performing a group contraction for R→∞. Then the parameter space goes into the similitude group of R2 and one recovers exactly the CWT on the plane, including the usual zero mean necessary condition for admissibility.  1999 Academic Press

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تاریخ انتشار 1999