• Title/Summary/Keyword: 생체인식기술

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Physiological Signal-Based Emotion Recognition in Conversations Using T-SNE (생체신호 기반의 T-SNE 를 활용한 대화 내 감정 인식 )

  • Subeen Leem;Byeongcheon Lee;Jihoon Moon
    • Annual Conference of KIPS
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    • 2023.05a
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    • pp.703-705
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    • 2023
  • 본 연구는 대화 중 생체신호 데이터를 활용하여 감정 인식 분야에서 더욱 정확하고 범용성이 높은 인식 기술을 제안한다. 이를 위해, 먼저 대화별 길이에 따른 측정값의 개수를 동일하게 조정하고 효과적인 생체신호 데이터의 조합을 비교 및 분석하기 위해 차원 축소 기법인 T-SNE (T-distributed Stochastic Neighbor Embedding)을 활용하여 감정 라벨의 분포를 확인한다. 또한, AutoML (Automated Machine Learning)을 이용하여 축소된 데이터로 감정을 분류 및 각성도와 긍정도를 예측하여 감정을 가장 잘 인식하는 생체신호 데이터의 조합을 발견한다.

A Study on a Fingerprint Identification System Complemented with Additional Three-Dimensional Information (3차원 추가 정보가 보강된 지문인식 시스템에 관한 연구)

  • Lee, Jin-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.3
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    • pp.1310-1318
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    • 2012
  • This study presents a new system that can make up for the decrease in identification rate due to the environmental or physical factors of a fingerprint identification system, which is most actively used among existing biometric systems. Considered most usable in life among many types of biometrics due to the convenience of use, smaller initial investment, and the smaller size, fingerprint identification is widely used in diverse applications. However, a fingerprint identification system has several defects, including environmental factors, physical skin damage, and variable sensor contact, lowering the identification rate in comparison to other biometric systems. On the basis of the existing fingerprint system, this study presents a more efficient system that can improve the identification rate by getting additional biometric information and three-dimensional finger type information through the use of simple and inexpensive additional equipment, which can be used in diverse areas.

Face Recognition: A Survey (얼굴인식 기술동향)

  • Mun, Hyeon-Jun
    • 한국HCI학회:학술대회논문집
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    • 2008.02c
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    • pp.172-177
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    • 2008
  • Biometrics is essential for person identification because of its uniqueness from each individuals. Face recognition technology has advantage over other biometrics because of its convenience and non-intrusive characteristics. In this paper, we will present a overview of face recognition technology including face detection, feature extraction, and face recognition system. For face detection, we will describe template based method and face component based approach. PCA and LDA approach will be discussed for feature extraction, and nearest neighbor classifiers -will be covered for matching. Large database and the standardized performance evaluation methodology is essential in order to support state-of-the-art face recognition system. Also, 3D based face recognition technology is the key solution for the pose, lighting and expression variations in many applications.

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Global Market Entry Strategy for Smart Personal Recognition-based Non-contact Thermometer Convergence access Control System (스마트 개인 인식기반 비접촉 체열측정기 융합 출입통제시스템의 글로벌 시장 진출전략)

  • Chung, Jason;Kim, hyung-o
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.673-675
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    • 2021
  • Biometric technology is a next-generation information security technology that provides reliability and convenience. As a core technology in the post-corona era, then on-contact biometric access control system is capable of non-face-to-face and automated technology, and is active not only in Korea but also in overseas markets such as the United States, Europe, and the Middle East. There are precautions that must be taken to reflect requirements such as cooperation between companies and approval of the US Food and Drug Admin is tration in developing IoT-based smart device customized sensors and securing H/W systems.

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The implementation of Access Control System using Biometric System (생체인식 시스템을 이용한 Access Control System 구현에 관한 연구)

  • 김광환;김영길
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.2
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    • pp.494-498
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    • 2004
  • In this paper, a system that implementation of Access Control System Using Biometric System. Biometries is science which deals with verifying or recognizing using physiological or behavioral characteristic Access Control System uses Bionietric system to make an access control system. Biometrics goes under the study of bio-recognition or bio-measurement. It is a technology or study that identifies individuals using one's Biometric character. Access control system is a system used to identify one's entrance and exit, personal management, and security. Access control system can be joined with Biometric system to produce easier use and more sufficient effects. Access control system using Weigand (Data format) signal output, can replace earlier RF Card systems and make an access control (security) system. It uses RS-232, Rs-422 or TCP/IP type communication with the computer so an embedded system can be controlled using the software.

WWW based on Missing-Child Prevention System Construction using Fingerprint (WWW 기반 지문을 이용한 미아방지시스템 구축)

  • 송영옥;김성영;조용환
    • The Journal of the Korea Contents Association
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    • v.2 no.2
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    • pp.64-72
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    • 2002
  • In this paper, the aims are to develop convenient and safe system-solutions, looking for missing-child, which is one of the increasing social problems, on the basis of World Wide Web. Finger-print cognition has been researching from long time before, as well as Bio-cognition technology, which is adapted for private-cognition in the field of human-cognition. By the fingerprint cognition, which discern finger print, which is generally used in Bio-cognition and is characterized each by using image-processing, missing-child protection system on the basis of Word Wide Web is designed and implemented in this paper. Additionally, indicates plans for revitalization method of this system.

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Research Projects of the Biometrics in Europe (유럽의 생체인식 연구 동향)

  • Chung, Y.W.;Pan, S.B.;Chung, K.I.
    • Electronics and Telecommunications Trends
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    • v.17 no.5 s.77
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    • pp.68-78
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    • 2002
  • 21세기를 맞이하면서 정보통신 기술의 발전과 인터넷 이용 확산 등으로 사용자 인증이 중요한 문제로 대두되고 있다. 패스워드 또는 PIN을 이용한 사용자 인증 방법이 현재까지 널리 쓰이고 있으나 타인에게 노출되거나 잊어버리는 등의 문제점이 있다. 이러한 문제를 해결하기 위하여 개인의 고유한 생체정보를 이용한 주요 정보 보호 및 사용자 인증 등의 연구가 활발히 진행되고 있다. 본 고에서는 이러한 연구 활동 중 유럽에서의 생체인식 연구 동향을 소개한다.