@article{ART001406365},
author={Jun-Hyeong Do and 김성훈 and 구임희 and Keun Ho Kim and 김종열},
title={Four Constitution Types Classifier with IndecisionUsing Facial Images},
journal={Journal of Sasang Constitution and Immune Medicine},
issn={1226-4075},
year={2009},
volume={21},
number={3},
pages={39-47}
TY - JOUR
AU - Jun-Hyeong Do
AU - 김성훈
AU - 구임희
AU - Keun Ho Kim
AU - 김종열
TI - Four Constitution Types Classifier with IndecisionUsing Facial Images
JO - Journal of Sasang Constitution and Immune Medicine
PY - 2009
VL - 21
IS - 3
PB - The Society of Sasang Constitution and Immune Medicine
SP - 39
EP - 47
SN - 1226-4075
AB - 1. Objectives
In order to classify an individual into four constitution type, an oriental medical doctor utilizes various information such as face, pulse, voice, and questionnaire. When only one type of information is used, one's constitution may not be decided correctly.
2. Methods
In this paper, we propose a novel four constitution types classifier using facial images which classifies subjects into indecision group as well as Taeumin, Soeumin, and Soyangin.
3. Results
Experimental results show that it increases the classification rate though the decision rate is rather decreased, which is more effective and reliable than conventional classifiers without indecision.
4. Conclusion
For the effective classification, we have found that it is more useful to add an indecision group which requires more information to be properly classified into one constitution type.
KW - Four Constitution Types;Classifier;Indecision;Facial Information
DO -
UR -
ER -
Jun-Hyeong Do, 김성훈, 구임희, Keun Ho Kim and 김종열. (2009). Four Constitution Types Classifier with IndecisionUsing Facial Images. Journal of Sasang Constitution and Immune Medicine, 21(3), 39-47.
Jun-Hyeong Do, 김성훈, 구임희, Keun Ho Kim and 김종열. 2009, "Four Constitution Types Classifier with IndecisionUsing Facial Images", Journal of Sasang Constitution and Immune Medicine, vol.21, no.3 pp.39-47.
Jun-Hyeong Do, 김성훈, 구임희, Keun Ho Kim, 김종열 "Four Constitution Types Classifier with IndecisionUsing Facial Images" Journal of Sasang Constitution and Immune Medicine 21.3 pp.39-47 (2009) : 39.
Jun-Hyeong Do, 김성훈, 구임희, Keun Ho Kim, 김종열. Four Constitution Types Classifier with IndecisionUsing Facial Images. 2009; 21(3), 39-47.
Jun-Hyeong Do, 김성훈, 구임희, Keun Ho Kim and 김종열. "Four Constitution Types Classifier with IndecisionUsing Facial Images" Journal of Sasang Constitution and Immune Medicine 21, no.3 (2009) : 39-47.
Jun-Hyeong Do; 김성훈; 구임희; Keun Ho Kim; 김종열. Four Constitution Types Classifier with IndecisionUsing Facial Images. Journal of Sasang Constitution and Immune Medicine, 21(3), 39-47.
Jun-Hyeong Do; 김성훈; 구임희; Keun Ho Kim; 김종열. Four Constitution Types Classifier with IndecisionUsing Facial Images. Journal of Sasang Constitution and Immune Medicine. 2009; 21(3) 39-47.
Jun-Hyeong Do, 김성훈, 구임희, Keun Ho Kim, 김종열. Four Constitution Types Classifier with IndecisionUsing Facial Images. 2009; 21(3), 39-47.
Jun-Hyeong Do, 김성훈, 구임희, Keun Ho Kim and 김종열. "Four Constitution Types Classifier with IndecisionUsing Facial Images" Journal of Sasang Constitution and Immune Medicine 21, no.3 (2009) : 39-47.
