• Title/Summary/Keyword: Face authentication

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Authentication Performance Optimization for Smart-phone based Multimodal Biometrics (스마트폰 환경의 인증 성능 최적화를 위한 다중 생체인식 융합 기법 연구)

  • Moon, Hyeon-Joon;Lee, Min-Hyung;Jeong, Kang-Hun
    • Journal of Digital Convergence
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    • v.13 no.6
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    • pp.151-156
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    • 2015
  • In this paper, we have proposed personal multimodal biometric authentication system based on face detection, recognition and speaker verification for smart-phone environment. Proposed system detect the face with Modified Census Transform algorithm then find the eye position in the face by using gabor filter and k-means algorithm. Perform preprocessing on the detected face and eye position, then we recognize with Linear Discriminant Analysis algorithm. Afterward in speaker verification process, we extract the feature from the end point of the speech data and Mel Frequency Cepstral Coefficient. We verified the speaker through Dynamic Time Warping algorithm because the speech feature changes in real-time. The proposed multimodal biometric system is to fuse the face and speech feature (to optimize the internal operation by integer representation) for smart-phone based real-time face detection, recognition and speaker verification. As mentioned the multimodal biometric system could form the reliable system by estimating the reasonable performance.

Implementation of Face-recognition System Using Auto-associate Learning of Hippocampus and RFID (해마의 연상학습과 RFID를 이용한 얼굴인식 시스템의 구현)

  • Kwon Byoung Soo;King Dae-Seong
    • Journal of Institute of Control, Robotics and Systems
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    • v.12 no.1
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    • pp.28-32
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    • 2006
  • Because of the recent development of radio frequency identification (RFID) technologies, various systems for RFID have been proposed. and it expected to become pervasive and ubiquitous. offers tantalizing benefits for supply chain management, inventory control, and many other applications. recently, however, has the convergence of lower cost and increased capabilities made businesses take a hard look at what RFID can do fer them. In this paper, We propose the real-time RFID face recognition system using Hippocampus neuron modeling algorithm(HNMA) and PCA-LDA mixture algorithm. this system store an extracted face-feature in tag and uses for individual authentication.

A Study on Smart Tourism Based on Face Recognition Using Smartphone

  • Ryu, Ki-Hwan;Lee, Myoung-Su
    • International Journal of Internet, Broadcasting and Communication
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    • v.8 no.4
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    • pp.39-47
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    • 2016
  • This study is a smart tourism research based on face recognition applied system that manages individual information of foreign tourists to smartphone. It is a way to authenticate by using face recognition, which is biometric information, as a technology applied to identification inquiry, immigration control, etc. and it is designed so that tourism companies can provide customized service to customers by applying algorism to smartphone. The smart tourism system based on face recognition is a system that prepares the reception service by sending the information to smartphone of tourist service company guide in real time after taking faces of foreign tourists who enter Korea for the first time with glasses attached to the camera. The smart tourism based on face recognition is personal information recognition technology, speech recognition technology, sensing technology, artificial intelligence personal information recognition technology, etc. Especially, artificial intelligence personal information recognition technology is a system that enables the tourism service company to implement the self-promotion function to commemorate the visit of foreign tourists and that enables tourists to participate in events and experience them directly. Since the application of smart tourism based on face recognition can utilize unique facial data and image features, it can be beneficially utilized for service companies that require accurate user authentication and service companies that prioritize security. However, in terms of sharing information by government organizations and private companies, preemptive measures such as the introduction of security systems should be taken.

A Study on the Improvement of Digital Content Distribution System - The Focus of Digital Content Transaction Authentication System - (디지털콘텐츠 유통 활성화를 위한 제도개선방안 연구 - 디지털콘텐츠 거래인증제도를 중심으로 -)

  • O, Sang-Hun;Ham, Jeong-Hun;Park, Yeo-Won;Lee, Yong-Gyu
    • 한국디지털정책학회:학술대회논문집
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    • 2003.12a
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    • pp.45-57
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    • 2003
  • In recent years, the number of digital content transaction has increased dramatically, in main, owing to the innovation of IT technology. At the same time, it creates new problems which have never been found in traditional transactions. Especially, due to the easy-copy characteristics of digital content, the illegal usage of digital content proliferates. Also the conflicts between seller an d buyer in digital content transactions on cyberspace market take place frequently because contracts were made without face-to-face discussion. The increase of illegal usage and conflict in digital content market would diminish motivation of creators for their work, furthermore break down digital content market on cyberspace. Digital content transaction authentication system would play an important role in creating sound digital content market. Especially, it would make big contribution to reducing the number of conflict between seller and buyer. In this context, the main objective of this study is to suggest operational model of digital content transaction authentication and to explain critical success factors in organizing digital content transaction authentication system.

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Face Authentication using Multi-radius LBP Matching of Individual Major Blocks in Mobile Environment (개인별 주요 블록의 다중 반경 LBP 매칭을 이용한 모바일 환경에서의 얼굴인증)

  • Lee, Jeong-Sub;Ahn, Hee-Seok;Keum, Ji-Soo;Kim, Tai-Hyung;Lee, Seung-Hyung;Lee, Hyon-Soo
    • Journal of Broadcast Engineering
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    • v.18 no.4
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    • pp.515-524
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    • 2013
  • In this paper, we propose a novel face authentication method based on LBP matching of individual major blocks in mobile environment. In order to construct individual major blocks from photos, we find the blocks that have the highest similarity and use different numbers of blocks depending on the probability distribution by applying threshold. And, we use multi-radius LBP histograms in the determination of individual major blocks to improve performance of generic LBP histogram based approach. By using the multi-radius LBP histograms in face authentication, we can successfully reduce the false acceptance rate compare to the previous methods. Also, we can see that the proposed method shows low error rate about 7.72% compare to the pervious method in spite of use small number of blocks about 44.59% only.

A Study on Space Utilization according to Changes in Non-face-to-Face Consumer Use : Focused on bank offices

  • Hwang, Sungi;Ryu, Gihwan;Yun, Daiyeol;Kim, Heeyoung
    • International Journal of Advanced Culture Technology
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    • v.8 no.4
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    • pp.271-278
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    • 2020
  • Modern financial services go beyond the stage of internet banking, and new concepts of financial transactions such as Internet of Things, mobile banking, electronic payments, and fintech have emerged. As a result, banks are less influential in financial transactions, and changes are being demanded. In the present era, the basic business of banks has decreased, and it is transforming into a space where both consumer finance work and reside. The bank office stands for the brand image of the bank, and it is represented by trust with customers in the basic business of financial transactions, and the rise in real estate value is a natural social phenomenon due to the nature of the location and location of real estate owned by the bank. The business method and space of the bank office that meets the new paradigm of the modern society is an inefficient space only for the convenience and rest of consumers, but it must be used as a variety of spaces suitable for the region to increase the functional value of the bank office. Through this study, as a convenience space for consumers, various service facilities should be introduced to understand the characteristics of the region as a convenience space for consumers, and various service facilities should be introduced to meet the needs of consumers, and the bank office should be improved as a complex service space for local residents.

AI Automation Smart Access Management System using Personal Authentication and Heat Detector (AI자동화 개인 인증 및 발열 감지기를 이용한 스마트 출입 관리 시스템)

  • Lee, Hyo-Jai;Hong, Changho;Cho, Sung Ho;Kim, Eungsuk
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.272-274
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    • 2021
  • Recently, due to COVID-19, the use of non-face-to-face authentication and fever detection systems is increasing. As the number of confirmed cases increases, the government is making it mandatory to authenticate and install a fever detector. It is used for entering and leaving not only general restaurants but also all stores. However, in most cases, the heat detector and the authentication device are separately configured and used, which is very inconvenient. Therefore, this study was conducted to develop an access control system that can simultaneously perform these functions. A smart access control system was developed by combining IOT technology as well as a fever detection function and smart personal recognition function. It is expected to further develop K-Quarantine by distributing it to public facilities and nursing facilities in the future.

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An efficient and security/enhanced Re-authentication and Key exchange protocol for IEEE 802.11 Wireless LANs using Re-authentication Period (재인증주기를 통한 IEEE 802.11 무선랜 환경에서의 안전하고 효율적인 재인증과 키교환 프로토콜)

  • 김세진;안재영;박세현
    • Proceedings of the IEEK Conference
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    • 2000.06a
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    • pp.221-224
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    • 2000
  • In this paper, we introduce an efficient and security-enhanced re-authentication and key exchange protocol for IEEE 802.11 Wireless LANs using Re-authentication Period. We introduce a low computational complexity re-authentication and key exchange procedure that provides robustness in face of cryptographic attacks. This procedure accounts for the wireless media limitations, e.g. limited bandwidth and noise. We introduce the Re-authentication Period that reflects the frequency that the re-authentication procedure should be executed. We provide the user with suitable guidelines that will help in the determination of the re-authentication period.

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A Scheme for User Authentication using Pupil (눈동자를 이용한 사용자 인증기법)

  • Lee, Jae-Wook;Kang, Bo-Seon;Lee, Keun-Ho
    • Journal of Digital Convergence
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    • v.14 no.9
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    • pp.325-329
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    • 2016
  • Facial authentication has the limelight because it has less resistance and it is hard to falsify among various biometric identification. The algorithm of facial authentication can bring about huge difference in accuracy and speed by the algorithm construction. Along with face-extracted data by tracing and extracting pupil, the thesis studied algorithm which extracts data to improve error rate and to accurately authenticate face. It detects face by cascade, selects as significant area, divides the facial area into 4 equal parts to save the coordinate of object. Also, to detect pupil from the eye, the binarization is conducted and it detects pupil by Hough conversion. The core coordinate of detected pupil is saved and calculated to conduct facial authentication through data matching. The thesis studied optimized facial authentication algorithm which accurately calculates facial data with pupil trace.

Improvement of User Recognition Rate using Multi-modal Biometrics (다중생체인식 기법을 이용한사용자 인식률 향상)

  • Geum, Myung-Hwan;Lee, Kyu-Won;Lee, Bong-Hwan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.8
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    • pp.1456-1462
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    • 2008
  • In general, it is known a single biometric-based personal authentication has limitation to improve recognition rate due to weakness of individual recognition scheme. The recognition rate of face recognition system can be reduced by environmental factor such as illumination, while speaker verification system does not perform well with added surrounding noise. In this paper, a multi-modal biometric system composed of face and voice recognition system is proposed in order to improve the performance of the individual authentication system. The proposed empirical weight sum rule based on the reliability of the individual authentication system is applied to improve the performance of multi-modal biometrics. Since the proposed system is implemented using JAVA applet with security function, it can be utilized in the field of user authentication on the generic Web.