DocumentCode :
2575411
Title :
Asymmetry analysis in breast cancer detection using thermal infrared images
Author :
Kuruganti, Phani Teja ; Qi, Hairong
Author_Institution :
Dept. of Electr. & Comput. Eng., Tennessee Univ., Knoxville, TN, USA
Volume :
2
fYear :
2002
fDate :
2002
Firstpage :
1155
Abstract :
Automated diagnostic tools always provide the doctors with the very valuable second opinion during disease diagnosis. This paper discusses an automated approach for breast cancer detection using thermal infrared (TIR) images. Breast cancer is a disease in which only early diagnosis increases the survival hope. The cancer cells with their higher metabolic rate are hotter than the normal cells and this property makes the cancerous tumors appear as hotspots in the TIR images. The existence of asymmetry in the temperature distribution indicates the existence of a tumor. In this paper, we initially segment the breast part of the TIR image using the Hough transform of a parabola. Upon segmentation, different features are extracted from the breast segments. Comparison of these features is done to detect any asymmetry and thus classify the image as cancerous or non-cancerous. The segmentation and feature extraction are performed on images obtained from Bioyear Inc.
Keywords :
Hough transforms; biological organs; biomedical optical imaging; biothermics; cancer; feature extraction; image classification; image segmentation; infrared imaging; mammography; medical image processing; temperature distribution; tumours; Hough transform; asymmetry analysis; automated diagnostic tools; breast cancer detection; cancer cells; cancerous tumors; early diagnosis; feature extraction; higher metabolic rate; hotspots; image classification; image segmentation; normal cells; parabola; temperature distribution asymmetry; thermal infrared images; Breast cancer; Breast neoplasms; Cancer detection; Diseases; Feature extraction; Image analysis; Image segmentation; Infrared detectors; Infrared imaging; Temperature distribution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
ISSN :
1094-687X
Print_ISBN :
0-7803-7612-9
Type :
conf
DOI :
10.1109/IEMBS.2002.1106323
Filename :
1106323
Link To Document :
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