DocumentCode
228829
Title
New dedicated measuring devices for intra-palm propagation signals
Author
Nakanishi, Isao ; Inada, Takashi ; Shigang Li
Author_Institution
Grad. Sch. of Eng., Tottori Univ., Tottori, Japan
fYear
2014
fDate
26-27 Aug. 2014
Firstpage
35
Lastpage
38
Abstract
We investigated the use of intra-palm propagation signals as biometrics. The intra-palm propagation signal is an electromagnetic wave that is propagated in the shallow part of the skin of a palm. However, the use of a support vector machine (SVM), which is a powerful machine learning method, does not enable superior verification performance. In this paper, we focus on problems related to measuring devices. The first problem is the contact stability between the electrodes and a palm, the second problem is the variation of the electrode position on a palm, and the third problem is the size of a palm. We develop new measuring devices by considering these problems and perform experiments to evaluate their effects.
Keywords
biometrics (access control); electromagnetic wave propagation; learning (artificial intelligence); security of data; signal detection; support vector machines; biometrics; electrode position; electromagnetic wave propagation; intra-palm propagation signals; machine learning method; support vector machine; Authentication; Biometrics (access control); Computers; Electrodes; Feature extraction; Performance evaluation; Support vector machines; dedicated measuring device; intra-palm propagation signal;
fLanguage
English
Publisher
ieee
Conference_Titel
Biometrics and Security Technologies (ISBAST), 2014 International Symposium on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4799-6443-7
Type
conf
DOI
10.1109/ISBAST.2014.7013090
Filename
7013090
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