@article{ART002022488},
author={이혜림 and 조진수},
title={Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2015},
volume={20},
number={8},
pages={15-21}
TY - JOUR
AU - 이혜림
AU - 조진수
TI - Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images
JO - Journal of The Korea Society of Computer and Information
PY - 2015
VL - 20
IS - 8
PB - The Korean Society Of Computer And Information
SP - 15
EP - 21
SN - 1598-849X
AB - This study proposed a Sasang constitution classification system that can increase the objectivity and reliability of Sasang constitution diagnosis using the image of frontal face, in order to solve problems in the subjective classification of Sasang constitution based on Sasang constitution specialists’ experiences. For classification, characteristics indicating the shapes of the eyes, nose, mouth and chin were defined, and such characteristics were extracted using the morphological statistic analysis of face images. Then, Sasang constitution was classified through a SVM (Support Vector Machine) classifier using the extracted characteristics as its input, and according to the results of experiment, the proposed system showed a correct recognition rate of 93.33%. Different from existing systems that designate characteristic points directly, this system showed a high correct recognition rate and therefore it is expected to be useful as a more objective Sasang constitution classification system.
KW - Sasang Constitution;Face Feature Extraction;Active Shape Model;Support Vector Machine
DO -
UR -
ER -
이혜림 and 조진수. (2015). Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images. Journal of The Korea Society of Computer and Information, 20(8), 15-21.
이혜림 and 조진수. 2015, "Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images", Journal of The Korea Society of Computer and Information, vol.20, no.8 pp.15-21.
이혜림, 조진수 "Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images" Journal of The Korea Society of Computer and Information 20.8 pp.15-21 (2015) : 15.
이혜림, 조진수. Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images. 2015; 20(8), 15-21.
이혜림 and 조진수. "Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images" Journal of The Korea Society of Computer and Information 20, no.8 (2015) : 15-21.
이혜림; 조진수. Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images. Journal of The Korea Society of Computer and Information, 20(8), 15-21.
이혜림; 조진수. Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images. Journal of The Korea Society of Computer and Information. 2015; 20(8) 15-21.
이혜림, 조진수. Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images. 2015; 20(8), 15-21.
이혜림 and 조진수. "Sasang Constitution Classification System by Morphological Feature Extraction of Facial Images" Journal of The Korea Society of Computer and Information 20, no.8 (2015) : 15-21.
