DocumentCode
2919273
Title
Early detection of disease-oriented state from hyperspectral tongue images with principal component analysis and vector rotation
Author
Yamamoto, Satoshi ; Tsumura, Norimichi ; Ogawa-Ochiai, Keiko ; Nakaguchi, Toshiya ; Kasahara, Yuji ; Namiki, Takao ; Miya, Yoichi
Author_Institution
Dept. of Japanese-Oriental Med., Chiba Univ., Chiba, Japan
fYear
2010
fDate
Aug. 31 2010-Sept. 4 2010
Firstpage
3025
Lastpage
3028
Abstract
In this article, we propose an effective color-processing algorithm to analyze the hyperspectral image of the tongue and its application to preventive medicine by the concept of Japanese traditional herbal medicine (Kampo medicine). Kampo medicine contains a number of concepts useful for preventive medicine such as “Mibyou” - disease-oriented state - signs of abnormalities. Hyperspectral images of the tongue were taken with the system with an integrating sphere, and tongue area without coating was eliminated automatically. Then, spectral information of the tongue area without coating was analyzed by principal component analysis, and the component vector best representing the clinical symptom was found by rotating the vector on a plane spanned by two arbitrary principal component vectors.
Keywords
biomedical optical imaging; diseases; image colour analysis; medical image processing; patient treatment; principal component analysis; Japanese traditional herbal medicine; Kampo medicine; Mibyou; color processing algorithm; disease-oriented state; early disease detection; hyperspectral tongue images; preventive medicine; principal component analysis; vector rotation; Correlation; Hyperspectral imaging; Image color analysis; Medical diagnostic imaging; Principal component analysis; Tongue; Adult; Algorithms; Anemia; Automation; Face; Female; Humans; Japan; Light; Male; Medicine, Traditional; Middle Aged; Principal Component Analysis; Stress, Psychological; Tongue;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location
Buenos Aires
ISSN
1557-170X
Print_ISBN
978-1-4244-4123-5
Type
conf
DOI
10.1109/IEMBS.2010.5626147
Filename
5626147
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