논문

실감교류인체감응솔루션연구단의 주요 논문 성과를 소개합니다.

개인화 프로세스를 적용한 실시간 감성인식 기술

개인화 프로세스를 적용한 실시간 감성인식 기술
학술지명 감성과학 ISSN 1226-8593
SCI 유무 국내 게재연월 2012-03 Vol. 15 No. 1
표준화된 순위정보영향력지수 - IF - Citation -

개인화 프로세스를 적용한 실시간 감성인식 기술
저자 안상민, 황민철, 김동근, 김종화, 박상인
초록
We designed a novel individualization process for improving personal emotion recognitions in real time. The designed individualization process was performed by a neutralization algorithm of physiological signals, a subjective emotion reflection of a user updated by personal emotion rules in real time. The physiological signals such as PPG(Photoplethysmography), GSR(Galvanic skin reflex), and SKT(Skin temperature) were measured and analyzed to estimate an emotion states of users. Regulating the emotion status using by emotion rules was performed by reflecting subjective evaluations. The agreement of emotion recognition between of individualization and non-individualization method was estimated by 10 undergraduates (5 females, mean age: 22.1 ± .2) of Sangmyung University. During the emotion recognition test, 45 images were randomly presented to each participant five times. In results, the proposed individualization process showed the agreement of 71.67 % which was five times higher than when the process was not applied. Therefore, in this study, we demonstrated that the individualization process was significantly useful for customizing emotion recognitions of personal users in real time. The individualization process will be able to improve satisfactions in various emotion related applications and services in the nearer future.
keyword emotion recognition, individualization, agreement, rulebase

개인화 프로세스를 적용한 실시간 감성인식 기술
과제명 뇌신경공학 기반 복합감성 인식 및 상호작용 기술 개발
연구기관 상명대학교 연구책임자 황민철