Title :
An improved version of the inverse Hyperanalytic Wavelet Transform
Author :
Firoiu, Ioana ; Isar, Alexandru ; Boucher, Jean-Marc
Author_Institution :
Commun. Dept., Politeh. Univ., Timisoara, Romania
Abstract :
The success of wavelet techniques in many fields of signal and image processing was proved to be highly influenced by the properties of the wavelet transform used, mainly the shift-invariance and the directional selectivity. In the present paper we propose an improved version of the inverse hyperanalytic wavelet transform (HWT), which uses hyperanalytic mother wavelets. We have already proposed implementations of the HWT and of its inverse (IHWT). The implementation supposes the computation of the discrete wavelet transform (DWT) of the hyperanalytic signal associated to the input signal. Our old computation method of the IHWT extracts the real part of the signal at the output of the inverse discrete wavelet transform (IDWT). The aim of this paper is a new implementation of the IHWT, which permits a better shift invariance. We will compare this implementation with our previous one, with the DWT and with Kingsbury´s double-tree complex wavelet transform (DT CWT).
Keywords :
discrete wavelet transforms; signal processing; IDWT; IHWT; directional selectivity; discrete wavelet transform; double-tree complex wavelet transform; hyperanalytic mother wavelet; hyperanalytic signal; inverse discrete wavelet transform; inverse hyperanalytic wavelet transform; shift invariance; Continuous wavelet transforms; Discrete wavelet transforms; Filters; Image processing; Image reconstruction; Signal analysis; Signal processing; Telecommunications; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Signals, Circuits and Systems, 2009. ISSCS 2009. International Symposium on
Conference_Location :
Iasi
Print_ISBN :
978-1-4244-3785-6
Electronic_ISBN :
978-1-4244-3786-3
DOI :
10.1109/ISSCS.2009.5206215