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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2013.8
- 수록면
- 275 - 282 (8page)
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초록· 키워드
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This paper proposes a method for human identification using teeth contours extracted from dental images that are captured from the frontal views of subjects each of who opens his or her mouth slightly. Each dental image has a black-colored region containing the subject"s teeth contours which are usually different from subject to subject. This means that this black-colored region has bio-mimetic information useful for human identification. The basic idea of the method is to extract the upper and lower teeth contours from the dental image of each subject and to encode their geometric patterns using a back-propagation neural network model. After acquiring 400 teeth images form 10 university students, we used 300 images for the training data of the neural network model and 100 images for its verification. Experimental results have shown that the proposed neural network-based method can be used as an alternative solution for identification among a small group of humans with a low cost and simple setup.
목차
ABSTRACT
1. 서론
2. 기존 연구
3. 제안된 신원 확인 방안
4. 치아 정보 획득
5. 신경회로망 학습
6. 실험 및 적용
7. 결론
References
참고문헌 (13)
참고문헌 신청
1. [학술지(정기간행물)] - Jain, A.K / 2004 / An Introduction to Biometric Recognition / Appeared in IEEE Transactions on Circuits and Systems for Video Technology 14 (1) : 4 ~ 20
2. [학술지(정기간행물)] - Dong, J.K / 2010 / Teeth Recognition Based on Multiple Attempts Mobile Device. J / Network and Computer Application 33 (3) : 283 ~ 292
3. [보고서] - Viola, P / 2001 / Robust Realtime Object Detection. Technical Report Series
4. [학술지(정기간행물)] - Shannon, C.E / 1948 / A Mathematical Theory of Communication / The Bell Systems Technical Journal 27 : 379 ~ 423
5. [보고서] - Wall, M.E / 2003 / Singular Value Decomposition and Principal Component Analysis : 91 ~ 109
2. [학술지(정기간행물)] - Dong, J.K / 2010 / Teeth Recognition Based on Multiple Attempts Mobile Device. J / Network and Computer Application 33 (3) : 283 ~ 292
3. [보고서] - Viola, P / 2001 / Robust Realtime Object Detection. Technical Report Series
4. [학술지(정기간행물)] - Shannon, C.E / 1948 / A Mathematical Theory of Communication / The Bell Systems Technical Journal 27 : 379 ~ 423
5. [보고서] - Wall, M.E / 2003 / Singular Value Decomposition and Principal Component Analysis : 91 ~ 109
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