Abstract
An (a, B, Γ) composite dilation wavelet system is a collection of functions generating an orthonormal basis for L 2(ℝ n) under the actions of translations from a full rank lattice, Γ, dilations by elements of B, a subgroup of the invertible n ×n matrices, and dilations by integer powers of an expanding matrix a. A Haar-type composite dilation wavelet system has generating functions which are linear combinations of characteristic functions. Krishtal, Robinson, Weiss, and Wilson introduced three examples of Haar-type (a, B, Γ) composite dilation wavelet systems for L 2(ℝ 2) under the assumption that B is a finite group which fixes the lattice Γ. We establish that for any Haar-type (a, B, Γ) composite dilation wavelet, if B fixes Γ, known as the crystallographic condition, B is necessarily a finite group. Under the crystallographic condition, we establish sufficient conditions on (a, B, Γ) for the existence of a Haar-type (a, B, Γ) composite dilation wavelet. An example is constructed in ℝ n and the theory is applied to the 17 crystallographic groups acting on ℝ 2 where 11 are shown to admit such Haar-type systems.
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References
M. A. Armstrong. Groups and symmetry. Undergraduate Texts in Mathematics. Springer-Verlag, New York, 1988.
J. D. Blanchard. Minimally supported frequency composite dilation wavelets. J. Fourier Anal. App. Online First, 2009, DOI:10.1007/s00041-009-9080-2.
J. D. Blanchard. Minimally supported frequency composite dilation Parseval frame wavelets. J. Geo. Anal., 19(1):19–35, 2009.
J. D. Blanchard and I. A. Krishtal. Matricial filters and crystallographic composite dilation wavelets. submitted, 2009, http://www.math.grin.edu/~blanchaj/Research/MFCCDW_BlKr.pdf
E. Candès and D. L. Donoho. Ridgelets: a key to higher-dimensional intermittency? R. Soc. Lond. Philos. Trans. Ser. A Math. Phys. Eng. Sci., 357(1760):2495–2509, 1999.
E. Candès and D. L. Donoho. Curvelets and curvilinear integrals. J. Approx. Theory, 113(1):59–90, 2001.
I. Daubechies. Orthonormal bases of compactly supported wavelets. Comm. Pure Appl. Math., 41(7):909–996, 1988.
I. Daubechies. Ten lectures on wavelets, volume 61 of CBMS-NSF Regional Conference Series in Applied Mathematics. Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA, 1992.
G. Easley, D. Labate, and W. Lim. Sparse directional image representations using the discrete shearlet transform. Appl. Comput. Harmon. Anal., 25(1):25–46, 2008.
K. Gröchenig and W. R. Madych. Multiresolution analysis, Haar bases, and self-similar tilings of R n. IEEE Trans. Inform. Theory, 38(2, part 2):556–568, 1992.
L. C. Grove and C. T. Benson. Finite reflection groups, volume 99 of Graduate Texts in Mathematics. Springer-Verlag, New York, second edition, 1985.
K. Guo, G. Kutyniok, and D. Labate. Sparse multidimensional representations using anisotropic dilation and shear operators. In Wavelets and splines: Athens 2005, Mod. Methods Math., pages 189–201. Nashboro Press, Brentwood, TN, 2006.
K. Guo and D. Labate. Optimally sparse multidimensional representation using shearlets. SIAM J. Math. Anal., 39(1):298–318, 2007.
K. Guo, D. Labate, W. Lim, G. Weiss, and E. N. Wilson. Wavelets with composite dilations. Electron. Res. Announc. Amer. Math. Soc., 10:78–87, 2004.
K. Guo, D. Labate, W. Lim, G. Weiss, and E. N. Wilson. The theory of wavelets with composite dilations. In Harmonic analysis and applications, Appl. Numer. Harmon. Anal., pages 231–250. Birkhäuser Boston, Boston, MA, 2006.
K. Guo, D. Labate, W. Lim, G. Weiss, and E. N. Wilson. Wavelets with composite dilations and their MRA properties. Appl. Comput. Harmon. Anal., 20(2):202–236, 2006.
A. Haar. Aur theorie der orthogonalen Funcktionensysteme. Math. Annalen, 69:331–371, 1910.
E. Hernández and G. Weiss. A first course on wavelets. Studies in Advanced Mathematics. CRC Press, Boca Raton, FL, 1996.
R. Houska. The nonexistence of shearlet-like scaling multifunctions that satisfy certain minimally desirable properties and characterizations of the reproducing properties of the integer lattice translations of a countable collection of square integrable functions. Ph.D. dissertation, 2009. Washington University in St. Louis.
I. Krishtal, B. Robinson, G. Weiss, and E. N. Wilson. Some simple Haar-type wavelets in higher dimensions. J. Geom. Anal., 17(1):87–96, 2007.
G. Kutyniok and D. Labate. Resolution of the wavefront set using continuous shearlets. Trans. Amer. Math. Soc., 361(5):2719–2754, 2009.
J. MacArthur. Compatible dilations and wavelets for the wallpaper groups. preprint, 2009.
J. MacArthur and K. Taylor. Wavelets from crystal symmetries. preprint, 2009.
A. Ron and Z. Shen. Affine systems in \({L}_{2}({\mathbb{R}}^{d})\): the analysis of the analysis operator. J. Funct. Anal., 148(2):408–447, 1997.
D. Schattschneider. The plane symmetry groups: their recognition and notation. Amer. Math. Monthly, 85(6):439–450, 1978.
Acknowledgements
This work was partially supported by the University of Utah VIGRE program funded by NSF DMS grant number 0602219. JDB was partially funded as a VIGRE research assistant professor. KRS was funded through a year-long REU. The authors thank Guido Weiss, Ed Wilson, Ilya Krishtal, Keith Taylor, and Josh MacArthur for our rewarding conversations regarding CHCDW.
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Blanchard, J.D., Steffen, K.R. (2011). Crystallographic Haar-Type Composite Dilation Wavelets. In: Cohen, J., Zayed, A. (eds) Wavelets and Multiscale Analysis. Applied and Numerical Harmonic Analysis. Birkhäuser Boston. https://doi.org/10.1007/978-0-8176-8095-4_5
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DOI: https://doi.org/10.1007/978-0-8176-8095-4_5
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