THREE-DIMENSIONAL OCTONION WAVELET TRANSFORM

The necessities of processing of spatial data require developing new feature- -sensitive tools such as extensions of the wavelet transform. Considering the advantages of the application of complex wavelets and their extension to quaternionic wavelets for two- dimensional data structures, the new octonion discrete wavelet transform for the analysis of three-dimensional data structures was introduced in this paper. The construction of the wavelet pyramid as well as octonionic wavelets were presented.

[1]  Sheng Zhang,et al.  Multiscale texture classification using reduced quaternion wavelet transform , 2013 .

[2]  Julian Magarey,et al.  Motion estimation using a complex-valued wavelet transform , 1998, IEEE Trans. Signal Process..

[3]  Rémi Vaillancourt,et al.  Two-dimensional quaternion wavelet transform , 2011, Appl. Math. Comput..

[4]  Composition algebras and the two faces of G2 , 2009, 0911.3387.

[5]  Eduardo Bayro-Corrochano,et al.  The Theory and Use of the Quaternion Wavelet Transform , 2005, Journal of Mathematical Imaging and Vision.

[6]  S. Hahn,et al.  The unified theory of n-dimensional complex and hypercomplex analytic signals , 2011 .

[7]  Eduardo Bayro-Corrochano,et al.  Image Processing Using the Quaternion Wavelet Transform , 2004, CIARP.

[8]  John H. Conway,et al.  On Quaternions and Octonions , 2003 .

[9]  Thierry Blu,et al.  A new family of complex rotation-covariant multiresolution bases in 2D , 2003, SPIE Optics + Photonics.

[10]  Philippe Carré,et al.  Quaternionic wavelets for texture classification , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[11]  Yi Shen,et al.  Phases measure of image sharpness based on quaternion wavelet , 2013, Pattern Recognit. Lett..

[12]  G. Dixon,et al.  On quaternions and octonions: Their geometry, arithmetic, and symmetry , 2004 .

[13]  J.-M. Lina Complex Daubechies Wavelets: Filters Design and Applications , 1998 .

[14]  Guowei Yang,et al.  Employing quaternion wavelet transform for banknote classification , 2013, Neurocomputing.

[15]  N. Kingsbury Complex Wavelets for Shift Invariant Analysis and Filtering of Signals , 2001 .