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An adaptive multiscale AM-FM texture analysis system with application to hysteroscopy imaging

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5 Author(s)
Constantinou, I. ; Dept. of Comput. Sci., Univ. of Cyprus Nicosia, Nicosia, Cyprus ; Pattichis, M. ; Tanos, V. ; Neofytou, M.
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The use of multiscale AM-FM analysis systems has been recently demonstrated in a variety of applications in medical image analysis. In all of these applications, a fixed filter-bank is used as a preprocessing step for estimating different AM-FM components from different scales. In this paper, for the first time, we introduce the use of an adaptive, multiscale AM-FM approach that searches for the optimal filter-bank specification for use in image classification. We demonstrate an example application in hysteroscopy imaging, for identification of gynaecological cancer, where the optimal filter-bank turns out to be circularly symmetric.

Published in:

Bioinformatics & Bioengineering (BIBE), 2012 IEEE 12th International Conference on

Date of Conference:

11-13 Nov. 2012