On the Continuous Steering of the Scale of Tight Wavelet Frames

In analogy with steerable wavelets, we present a general construction of adaptable tight wavelet frames, with an emphasis on scaling operations. In particular, the derived wavelets can be "dilated" by a procedure comparable to the operation of steering steerable wavelets. The fundamental aspects of the construction are the same: an admissible collection of Fourier multipliers is used to extend a tight wavelet frame, and the "scale" of the wavelets is adapted by scaling the multipliers. As an application, the proposed wavelets can be used to improve the frequency localization. Importantly, the localized frequency bands specified by this construction can be scaled efficiently using matrix multiplication.


Publié dans:
SIAM Journal on Imaging Sciences, 9, 3, 1042-1062
Année
2016
Publisher:
Philadelphia, SIAM
Mots-clefs:
Laboratoires:




 Notice créée le 2016-08-23, modifiée le 2020-07-29

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