Abstract
Biometric-based access control, whether it be with respect to places, restricted information or personal data, is an increasingly important consideration in many situations. The handwritten signature is a common biometric which has been regularly used, but with authentication decisions traditionally made by human visual inspection. This paper investigates some important issues relating to signature complexity and authentication decisions, and points to the increasing need for an understanding of both human and machine-based perceptual mechanisms as biometric processing becomes more widespread. The human-computer interface developed for future generations of automated biometric systems can benefit significantly from a detailed study of the processes by which human biometric checking is carried out, and the important issues underlying this aspect of signature verification performance are addressed in this paper.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Nakamura, O., Mathur, S., Milhami, T.: Identification of human faces based on isodensity maps. Pattern Recognition 24, 263–272 (1991)
Hrechak, A.K., McHugh, J.A.: Automated fingerprint recognition using structural matching. Pattern Recognition 23, 893–904 (1990)
Daugman, J.: High confidence recognition of persons by rapid video analysis of iris texture. In: Proc. ECOS 1995, vol. 408, pp. 224–251. IEE Conf. Pub. (1995)
Ashbourne, J.: Practical implementation of biometrics based on hand geometry. In: IEE Colloquium Digest 1994/100, pp. 5.1–5.6 (1994)
George, M.: A new strategy for low power, high discrimination voice biometrics. Smart Card, 130–134 (1995)
Jain, A., Bolle, R., Pankanti, S. (eds.): Biometrics, personal identification in networked society. Klewer Academic Publishers, Boston (1999)
Fairhurst, M.C.: Signature verification revisited: promoting practical exploitation of biometric technology. Electronics and Communication Engineering Journal, 273–280 (1997)
Hong, L., Jain, A.: Integrating faces and fingerprints for personal identification. IEEE Trans. PAMI 20, 1295–1307 (1997)
Su, Q., Silsbee, P.L.: Robust audiovisual integration using semicontinuous Hidden Markov Models. In: Proc. 4th Int. Conf. on Spoken Language Processing, vol. 1, pp. 42–45 (1996)
Deravi, F., Fairhurst, M.C., Guest, R.M., Mavity, N.J., Canuto, A.M.D.: Intelligent agents for the management of complexity in multimodal biometrics. Int. J. Universal Access in the Information Society (2003) (in press)
Deravi, F., Fairhurst, M.C., Guest, R.M., Mavity, N.J., Canuto, A.M.D.: Design of multimodal biometric systems for universal authentication and access control. In: Proc. Int. Workshop on Information Security Apps. (WISA 2001), Seoul, pp. 289–295 (2001)
Brault, J.-J., Plamondon, R.: How to detect problematic signers for automatic signature verification. In: ICCST, Zurich, Switzerland, pp. 127–132 (1989)
Brault, J.-J., Plamondon, R.: A complexity measure of handwritten curves: modeling of dynamic signature forgery. IEEE Trans. Syst. Man Cybern. 23(2), 400–413 (1993)
Fairhurst, M.C., Kaplani, E.: A perceptual analysis of handwritten signatures for biometric authentication (2003) (in preparation)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fairhurst, M.C., Kaplani, E. (2003). A Study of the User Interface in Biometric Verification Based on the Characteristics of Human Signature Checking. In: Palade, V., Howlett, R.J., Jain, L. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2003. Lecture Notes in Computer Science(), vol 2774. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45226-3_172
Download citation
DOI: https://doi.org/10.1007/978-3-540-45226-3_172
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40804-8
Online ISBN: 978-3-540-45226-3
eBook Packages: Springer Book Archive