作者
Sambit Bakshi, Pankaj K Sa, Haoxiang Wang, Soubhagya Sankar Barpanda, Banshidhar Majhi
发表日期
2018
期刊
Multimedia Tools and Applications
卷号
77
期号
14
页码范围
17595–17623
出版商
Springer US
简介
To ensure highest security in handheld devices, biometric authentication has emerged as a reliable methodology. Deployment of mobile biometric authentication struggles due to computational complexity. For a fast response from a mobile biometric authentication method, it is desired that the feature extraction and matching should take least time. In this article, the periocular region captured through frontal camera of a mobile device is considered under investigation for its suitability to produce a reduced feature that takes least time for feature extraction and matching. A recently developed feature Phase Intensive Local Pattern (PILP) is subjected to reduction giving birth to a feature termed as Reduced PILP (R-PILP), which yields a matching time speed-up of 1.56 times while the vector is 20% reduced without much loss in authentication accuracy. The same is supported by experiment on four publicly …
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