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
fDate :
Aug. 31 2010-Sept. 4 2010
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626147