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
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