Abstract
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.
Original language | English |
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Title of host publication | IEEE 12th International Conference on BioInformatics and BioEngineering, BIBE 2012 |
Pages | 744-747 |
Number of pages | 4 |
DOIs | |
Publication status | Published - 2012 |
Event | 12th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2012 - Larnaca, Cyprus Duration: 11 Nov 2012 → 13 Nov 2012 |
Other
Other | 12th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2012 |
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Country/Territory | Cyprus |
City | Larnaca |
Period | 11/11/12 → 13/11/12 |
Keywords
- AM-FM representation
- cancer
- hysteroscopy imaging
- multiscale medical imaging analysis