File
Authors
Sodani, Yuta
Abstract
To use intra-body propagation signals for biometric authentication have been proposed. The intra-body propagation signals are hid in human bodies; therefore, they have tolerability to circumvention using artifacts. Additionally, utilizing the signals in the body enables liveness detection with no additional scheme. The problem is, however, verification performance using the intra-body propagation signal is not so high. In this paper, in order to improve the performance we propose to use user-specific frequency bands for all users in verification. The verification performance is improved to 70 %. Furthermore, we introduce the support vector machine (SVM) into the verification process. It is confirmed that verification rate of about 86 % is achieved.
Publisher
IEEE
Content Type
Conference Paper
Link
Journal Title
Proceedings of IEEE International Conference on Advanced Video and Signal Based Surveillance 2010
Current Journal Title
Proceedings of IEEE International Conference on Advanced Video and Signal Based Surveillance 2010
Start Page
561
End Page
566
Published Date
2010
Publisher-DOI
Text Version
Author
Rights
© © 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Citation
Proceedings of IEEE International Conference on Advanced Video and Signal Based Surveillance 2010. 2010, 561-566
Department
Faculty of Engineering/Graduate School of Engineering
Language
English