An Accurate and Efficient User Authentication Mechanism on Smart Glasses Based on Iris Recognition
Joint Authors
Source
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-07-13
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Telecommunications Engineering
Abstract EN
In modern society, mobile devices (such as smart phones and wearable devices) have become indispensable to almost everyone, and people store personal data in devices.
Therefore, how to implement user authentication mechanism for private data protection on mobile devices is a very important issue.
In this paper, an intelligent iris recognition mechanism is designed to solve the problem of user authentication in wearable smart glasses.
Our contributions include hardware and software.
On the hardware side, we design a set of internal infrared camera modules, including well-designed infrared light source and lens module, which is able to take clear iris images within 2~5 cm.
On the software side, we propose an innovative iris segmentation algorithm which is both efficient and accurate to be used on smart glasses device.
Another improvement to the traditional iris recognition is that we propose an intelligent Hamming distance (HD) threshold adaptation method which dynamically fine-tunes the HD threshold used for verification according to empirical data collected.
Our final system can perform iris recognition with 66 frames per second on a smart glasses platform with 100% accuracy.
As far as we know, this system is the world’s first application of iris recognition on smart glasses.
American Psychological Association (APA)
Li, Yung-Hui& Huang, Po-Jen. 2017. An Accurate and Efficient User Authentication Mechanism on Smart Glasses Based on Iris Recognition. Mobile Information Systems،Vol. 2017, no. 2017, pp.1-14.
https://search.emarefa.net/detail/BIM-1188909
Modern Language Association (MLA)
Li, Yung-Hui& Huang, Po-Jen. An Accurate and Efficient User Authentication Mechanism on Smart Glasses Based on Iris Recognition. Mobile Information Systems No. 2017 (2017), pp.1-14.
https://search.emarefa.net/detail/BIM-1188909
American Medical Association (AMA)
Li, Yung-Hui& Huang, Po-Jen. An Accurate and Efficient User Authentication Mechanism on Smart Glasses Based on Iris Recognition. Mobile Information Systems. 2017. Vol. 2017, no. 2017, pp.1-14.
https://search.emarefa.net/detail/BIM-1188909
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1188909