DocumentCode :
719829
Title :
Color analysis of thermograms for breast cancer detection
Author :
Shahari, Sheetal ; Wakankar, Asmita
Author_Institution :
Dept. of Instrum. & Control, Cummins Coll. of Eng. for Women, Pune, India
fYear :
2015
fDate :
28-30 May 2015
Firstpage :
1577
Lastpage :
1581
Abstract :
Breast cancer is the most common cancer in women. Findings show that early detection of breast cancer can improve survival rate. Mammography is the standard method of diagnosing breast cancer; but Infrared Breast thermography is an imaging technique that provides information based on the temperature changes in breast. This information is precancerous alarms that may lead to tumor. Thermography helps to detect cancer in its early stages, thus survival is possible. Thermal or Infrared radiations emitted from human body are higher around the regions where an tumour is present essentially due to increased cell activity. The thermal information can be shown in a pseudo coloured image where each colour represents a specific range of temperature. Clinical interpretation of breast thermogram is primarily based on colour analysis of the heat patterns visually and subjectively. This study endeavours to present analysis of breast thermogram based on segmentation of region of interest which is extracted a hot region followed by color analysis. The shape, size and borders of the hottest regions of the images can help to determine features which are used to detect abnormalities. The abnormality of breast thermograms is indicated by these features and it is confirmed by comparing with doctors diagnosis. Hence suitability of infrared thermography as a diagnostic tool in breast cancer detection is establihed through this study.
Keywords :
biomedical optical imaging; biothermics; cancer; cellular biophysics; feature extraction; image colour analysis; image segmentation; infrared imaging; mammography; medical image processing; tumours; breast cancer diagnosis; breast temperature change; breast thermogram abnormality detection; breast thermogram analysis; breast thermogram clinical interpretation; breast thermogram feature; cell activity; diagnostic tool; early breast cancer detection; heat pattern; hot region border; hot region extraction; hot region shape; hot region size; infrared breast thermography; infrared radiation; mammography; precancerous alarm; pseudo coloured image; region of interest segmentation; subjective colour analysis; survival rate; temperature range; thermal information; thermal radiation; tumor; visual colour analysis; Biomedical imaging; Breast cancer; Image color analysis; Image segmentation; Breast Cancer; Colour Analysis; Infrared Radiation; Infrared Thermal Imaging; Thermogrphy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Instrumentation and Control (ICIC), 2015 International Conference on
Conference_Location :
Pune
Type :
conf
DOI :
10.1109/IIC.2015.7151001
Filename :
7151001
Link To Document :
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