<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>With the development of society and science technology, the information security becomes more and more important for people and nation. In this paper, we focus on the technology of iris-face fusion in multi-mode sense in order to find an algorithm to get a better recognition performance. Firstly, we introduce the feature extraction of iris and face, and fusion the features using different algorithms. By simulation, we find out the recognition performance with different fusion methods, which provide some new conclusions. In order to improve the performance of recognition system, we classify these features with fisher discriminant analysis again. Then we analyze the security of recognition system from the aspect of influence of leak in biology features. Finally, experiments were designed to demonstrate the effectiveness of the proposed algorithms.</p></abstract>

With the development of society and science technology, the information security becomes more and more important for people and nation. In this paper, we focus on the technology of iris-face fusion in multi-mode sense in order to find an algorithm to get a better recognition performance. Firstly, we introduce the feature extraction of iris and face, and fusion the features using different algorithms. By simulation, we find out the recognition performance with different fusion methods, which provide some new conclusions. In order to improve the performance of recognition system, we classify these features with fisher discriminant analysis again. Then we analyze the security of recognition system from the aspect of influence of leak in biology features. Finally, experiments were designed to demonstrate the effectiveness of the proposed algorithms.

Iris-Face Fusion and Security Analysis Based on Fisher Discriminant

International Journal on Smart Sensing and Intelligent Systems

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

{"article-title":"Iris-Face Fusion and Security Analysis Based on Fisher Discriminant"}

With the development of society and science technology, the information security becomes more and more important for people and nation. In this paper, we focus...

Iris-Face Fusion and Security Analysis Based on Fisher Discriminant

Data publikacji: 01 mar 2015

Zakres stron: 387 - 407

Otrzymano: 02 lis 2014

Przyjęty: 17 sty 2015

DOI: https://doi.org/10.21307/ijssis-2017-764

© 2015 Qihui Wang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.