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Nested random phase sequence sets: a link between AM-FM demodulation and increasing operators with application to cardiac image analysis

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2 Author(s)
R. V. Paul ; image & video Process. & Commun. Lab, New Mexico Univ., Albuquerque, NM, USA ; M. S. Pattichis

AM-FM models images as a linear combination of positive amplitude modulated (AM) sinusoids with non-linear phase functions. We develop a novel FM harmonics operator for revealing different levels of image structure detail. The new operator is defined in terms of known AM-FM demodulation techniques: dominant component analysis and channelized component analysis. We also show an example of image segmentation, where the new operator is used for tracking cardiac wall boundaries in motion-mode (M-mode) ultrasound video.

Published in:

Image Analysis and Interpretation, 2004. 6th IEEE Southwest Symposium on

Date of Conference:

28-30 March 2004