Feature selection from a facial image for distinction of sasang constitution

Imhoi Koo, Jong Yeol Kim, Myoung Geun Kim, Keun Ho Kim

Research output: Contribution to journalArticle

13 Scopus citations

Abstract

Recently, oriental medicine has received attention for providing personalized medicine through consideration of the unique nature and constitution of individual patients. With the eventual goal of globalization, the current trend in oriental medicine research is the standardization by adopting western scientific methods, which could represent a scientific revolution. The purpose of this study is to establish methods for finding statistically significant features in a facial image with respect to distinguishing constitution and to show the meaning of those features. From facial photo images, facial elements are analyzed in terms of the distance, angle and the distance ratios, for which there are 1225, 61 250 and 749 700 features, respectively. Due to the very large number of facial features, it is quite difficult to determine truly meaningful features. We suggest a process for the efficient analysis of facial features including the removal of outliers, control for missing data to guarantee data confidence and calculation of statistical significance by applying ANOVA. We show the statistical properties of selected features according to different constitutions using the nine distances, 10 angles and 10 rates of distance features that are finally established. Additionally, the Sasang constitutional meaning of the selected features is shown here.

Original languageEnglish (US)
Pages (from-to)65-71
Number of pages7
JournalEvidence-based Complementary and Alternative Medicine
Volume6
Issue numberSUPPL. 1
DOIs
StatePublished - Sep 1 2009

All Science Journal Classification (ASJC) codes

  • Complementary and alternative medicine

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