Biometric person authentication for access control scenario based on face recognition

Hyeonjoon Moon; Taekyoung Kwon

doi:10.1007/978-3-540-73279-2_52

Biometric person authentication for access control scenario based on face recognition

Hyeonjoon Moon, Taekyoung Kwon

Graduate School of Information

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

There are tremendous need increase for personal verification and identification in internet security, electronic commerce and access control in recent years. Also, as the demands for security in many applications such as data protection and financial transaction become an increasingly relevant issues, the importance of biometric technology is rapidly increasing. In this paper, we explored face recognition system for person authentication. We explicitly state the design decisions by introducing a generic modular PCA face recognition system. We designed implementations of each module, and evaluate the performance variations based on virtual galleries and probe sets. We perform experiments and report results using equal error rates (EER) based on verification scenario for access control applications.

Original language	English
Title of host publication	Universal Access in Human-Computer Interaction
Subtitle of host publication	Coping with Diversity - 4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007. Held as Part of HCI Int. 2007 Proc.
Publisher	Springer Verlag
Pages	463-472
Number of pages	10
Edition	PART 1
ISBN (Print)	9783540732785
DOIs	https://doi.org/10.1007/978-3-540-73279-2_52
Publication status	Published - 2007
Event	4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007 - Beijing, China Duration: 2007 Jul 22 → 2007 Jul 27

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 1
Volume	4554 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007
Country/Territory	China
City	Beijing
Period	07/7/22 → 07/7/27

All Science Journal Classification (ASJC) codes

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-540-73279-2_52

Cite this

Moon, H., & Kwon, T. (2007). Biometric person authentication for access control scenario based on face recognition. In Universal Access in Human-Computer Interaction: Coping with Diversity - 4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007. Held as Part of HCI Int. 2007 Proc. (PART 1 ed., pp. 463-472). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4554 LNCS, No. PART 1). Springer Verlag. https://doi.org/10.1007/978-3-540-73279-2_52

Moon, Hyeonjoon ; Kwon, Taekyoung. / Biometric person authentication for access control scenario based on face recognition. Universal Access in Human-Computer Interaction: Coping with Diversity - 4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007. Held as Part of HCI Int. 2007 Proc.. PART 1. ed. Springer Verlag, 2007. pp. 463-472 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1).

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title = "Biometric person authentication for access control scenario based on face recognition",

abstract = "There are tremendous need increase for personal verification and identification in internet security, electronic commerce and access control in recent years. Also, as the demands for security in many applications such as data protection and financial transaction become an increasingly relevant issues, the importance of biometric technology is rapidly increasing. In this paper, we explored face recognition system for person authentication. We explicitly state the design decisions by introducing a generic modular PCA face recognition system. We designed implementations of each module, and evaluate the performance variations based on virtual galleries and probe sets. We perform experiments and report results using equal error rates (EER) based on verification scenario for access control applications.",

author = "Hyeonjoon Moon and Taekyoung Kwon",

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Moon, H & Kwon, T 2007, Biometric person authentication for access control scenario based on face recognition. in Universal Access in Human-Computer Interaction: Coping with Diversity - 4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007. Held as Part of HCI Int. 2007 Proc.. PART 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 1, vol. 4554 LNCS, Springer Verlag, pp. 463-472, 4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007, Beijing, China, 07/7/22. https://doi.org/10.1007/978-3-540-73279-2_52

Biometric person authentication for access control scenario based on face recognition. / Moon, Hyeonjoon; Kwon, Taekyoung.
Universal Access in Human-Computer Interaction: Coping with Diversity - 4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007. Held as Part of HCI Int. 2007 Proc.. PART 1. ed. Springer Verlag, 2007. p. 463-472 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4554 LNCS, No. PART 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - There are tremendous need increase for personal verification and identification in internet security, electronic commerce and access control in recent years. Also, as the demands for security in many applications such as data protection and financial transaction become an increasingly relevant issues, the importance of biometric technology is rapidly increasing. In this paper, we explored face recognition system for person authentication. We explicitly state the design decisions by introducing a generic modular PCA face recognition system. We designed implementations of each module, and evaluate the performance variations based on virtual galleries and probe sets. We perform experiments and report results using equal error rates (EER) based on verification scenario for access control applications.

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Moon H, Kwon T. Biometric person authentication for access control scenario based on face recognition. In Universal Access in Human-Computer Interaction: Coping with Diversity - 4th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2007. Held as Part of HCI Int. 2007 Proc.. PART 1 ed. Springer Verlag. 2007. p. 463-472. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1). doi: 10.1007/978-3-540-73279-2_52

Biometric person authentication for access control scenario based on face recognition

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