DocumentCode
2994176
Title
A template matching-based ultra wideband breast cancer detection method
Author
Ettefagh, Yasaman ; Sheikhzadeh, Hamid
Author_Institution
Electr. Eng. Dept., Amirkabir Univ. of Technol. (Tehran Polytech.), Tehran, Iran
fYear
2015
fDate
10-14 May 2015
Firstpage
314
Lastpage
318
Abstract
Ultra Wideband (UWB) Imaging methods are considered to be appropriate alternatives to the conventional X-ray mammography which has several shortcomings and must be replaced with a less harmful and more efficient method. In this paper, a novel method based on template matching, is presented for localizing the tumor in homogenous breast. First, we propose informative features using UWB voltage waves by analyzing the received signal in frequency domain for different tumor locations using a tuned receiver array. Then we extract a set of features and prove their suitability through rigorous simulations. The tumor location is detected by applying a template matching. We demonstrate that the proposed method is successful in detecting the location of a 4 mm-tumor with 1 mm resolution.
Keywords
biological organs; cancer; feature extraction; medical image processing; microwave imaging; tumours; UWB voltage waves; frequency domain; homogenous breast; receiver array; template matching; tumor; tumor location; tumor locations; ultra wideband breast cancer detection method; ultrawideband imaging methods; Conferences; Decision support systems; Electrical engineering; feature extraction; template matching; ultra-wideband imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Engineering (ICEE), 2015 23rd Iranian Conference on
Conference_Location
Tehran
Print_ISBN
978-1-4799-1971-0
Type
conf
DOI
10.1109/IranianCEE.2015.7146231
Filename
7146231
Link To Document