Journal Article

·2014

Directional dual-tree rational-dilation complex wavelet transform

Görkem Serbes YTU , Halil Özcan Gülçür , Nizamettin Aydın YTU

Abstract

Dyadic discrete wavelet transform (DWT) has been used successfully in processing signals having non-oscillatory transient behaviour. However, due to the low Q-factor property of their wavelet atoms, the dyadic DWT is less effective in processing oscillatory signals such as embolic signals (ESs). ESs are extracted from quadrature Doppler signals, which are the output of Doppler ultrasound systems. In order to process ESs, firstly, a pre-processing operation known as phase filtering for obtaining directional signals from quadrature Doppler signals must be employed. Only then, wavelet based methods can be applied to these directional signals for further analysis. In this study, a directional dual-tree rational-dilation complex wavelet transform, which can be applied directly to quadrature signals and has the ability of extracting directional information during analysis, is introduced.

Keywords

Discrete wavelet transform Wavelet Complex wavelet transform Wavelet packet decomposition Second-generation wavelet transform Stationary wavelet transform Wavelet transform Harmonic wavelet transform Computer science Algorithm Mathematics Quadrature (astronomy) Artificial intelligence Pattern recognition (psychology) Electronic engineering Engineering

Subject Areas

Image and Signal Denoising Methods ·Computer Vision and Pattern Recognition ·Physical Sciences
Ultrasonics and Acoustic Wave Propagation ·Mechanics of Materials ·Physical Sciences
Ultrasound Imaging and Elastography ·Radiology, Nuclear Medicine and Imaging ·Health Sciences

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