The one‐dimensional continuous wavelet transform (CWT) is a successful tool in signal and image analysis, with numerous applications (see e.g. [8, 9]). Standard (or orthogonal) Clifford analysis is a higher dimensional function theory which has proven to constitute an appropriate framework for developing higher dimensional CWTs, where all dimensions are encompassed at once, as opposed to tensorial approaches with products of onehyp‐dimensional phenomena; the specific construction of higher dimensional wavelets is based on particular families of orthogonal polynomials, see e.g. [4, 5, 6, 7]. We explicitly mention the generalized Clifford‐Hermite polynomials, introduced in [10] and applied to wavelet analysis in [7]. More recently, Hermitean Clifford analysis has emerged as a new branch of Clifford analysis, refining the orthogonal case, see [1]. Hermitean Clifford‐Hermite polynomials and their associated families of wavelet kernels ! were constructed in [2, 3]. In this contribution, we introduce generalized Hermitean Clifford‐Hermite polynomials, involving in their definition Hermitean spherical monogenics, the ultimate goal being new generalized continuous wavelet transforms.
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6 September 2007
NUMERICAL ANALYSIS AND APPLIED MATHEMATICS: International Conference of Numerical Analysis and Applied Mathematics
16–20 September 2007
Corfu (Greece)
Research Article|
September 06 2007
The generalized Hermitean Clifford‐Hermite continuous wavelet transform
F. Brackx;
F. Brackx
Clifford Research Group, Department of Mathematical Analysis, Faculty of Engineering, Ghent University, Galglaan 2, 9000 Gent, Belgium
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H. De Schepper;
H. De Schepper
Clifford Research Group, Department of Mathematical Analysis, Faculty of Engineering, Ghent University, Galglaan 2, 9000 Gent, Belgium
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N. De Schepper;
N. De Schepper
Clifford Research Group, Department of Mathematical Analysis, Faculty of Engineering, Ghent University, Galglaan 2, 9000 Gent, Belgium
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F. Sommen
F. Sommen
Clifford Research Group, Department of Mathematical Analysis, Faculty of Engineering, Ghent University, Galglaan 2, 9000 Gent, Belgium
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AIP Conf. Proc. 936, 721–725 (2007)
Citation
F. Brackx, H. De Schepper, N. De Schepper, F. Sommen; The generalized Hermitean Clifford‐Hermite continuous wavelet transform. AIP Conf. Proc. 6 September 2007; 936 (1): 721–725. https://doi.org/10.1063/1.2790253
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