지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
초록· 키워드
오류제보하기
A personal authentication system based on biosignals has received increasing attention due to its relatively high security as compared to traditional authentication systems based on a key and password. Electrocardiography (ECG) measured from the chest or wrist is one of the widely used biosignals to develop a personal authentication system. In this study, we investigated the feasibility of using similar ECG measured behind the ears to develop a personal authentication system. To this end, similar ECGs were measured from thirty subjects using a pair of three electrodes attached behind each of the ears during resting state during which the standard Lead-I ECG was also simultaneously measured from both wrists as baseline ECG. The three ECG components, Q, R, and S, were extracted for each subject as classification features, and authentication accuracy was estimated using support vector machine (SVM) based on a 5×5-fold cross-validation. The mean authentication accuracies of Lead I-ECG and similar ECG were 90.41 ± 8.26% and 81.15 ± 7.54%, respectively. Considering a chance level of 3.33% (=1/30), the mean authentication performance of similar ECG could demonstrate the feasibility of using similar ECG measured behind the ears on the development of a personal authentication system.
목차
등록된 정보가 없습니다.
참고문헌 (33)
참고문헌 신청
Jain AK / 2014 / An introduction to biometric recognition / IEEE Trans Circuits Syst Video Technol 14:4~20
Isenor DK / 1986 / Fingerprint identification using graph matching / Pattern Recognit 19(2):113~122
Hrechak AK / 1990 / Automated fingerprint recognition using structural matching / Pattern Recognit 23(8):893~904
Ma L / 2003 / Personal identification based on iris texture analysis / IEEE Trans Pattern Anal Mach Intell 25(12):1519~1533
Ahonen T / 2016 / Face description with local binary patterns : application to face recognition / IEEE Trans Pattern Anal Mach Intell 12:2037~2041
Isenor DK / 1986 / Fingerprint identification using graph matching / Pattern Recognit 19(2):113~122
Hrechak AK / 1990 / Automated fingerprint recognition using structural matching / Pattern Recognit 23(8):893~904
Ma L / 2003 / Personal identification based on iris texture analysis / IEEE Trans Pattern Anal Mach Intell 25(12):1519~1533
Ahonen T / 2016 / Face description with local binary patterns : application to face recognition / IEEE Trans Pattern Anal Mach Intell 12:2037~2041
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