Paper: | IMDSP-P8.7 |
Session: | Biomedical Imaging |
Time: | Wednesday, May 17, 16:30 - 18:30 |
Presentation: |
Poster
|
Topic: |
Image and Multidimensional Signal Processing: Biomedical Imaging |
Title: |
TOROIDAL GAUSSIAN FILTERS FOR DETECTION AND EXTRACTION OF PROPERTIES OF SPICULATED MASSES |
Authors: |
Mehul Sampat, Alan Bovik, Mia Markey, University of Texas, Austin, United States; Gary Whitman, Tanya Stephens, University of Texas M. D. Anderson Cancer Center, United States |
Abstract: |
We have invented a new class of linear filters for the detection of spiculated masses and architectural distortions in mammography. We call these Spiculation Filters. These filters are narrow band filters and form a new class of wavelet-type filter banks. In this paper, we show that unmodulated versions of these filters can be used to detect the central mass region of spiculated masses. We refer to these as toroidal gaussian filters. We also show that the physical properties of spiculated masses can be extracted from the responses of the toroidal gaussian filters without segmentation. |