• 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