An Adaptive Multimodal Biometrics System using PSO
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2013, Vol 4, Issue 7
Abstract
Multimodal biometric systems which fuse information from a number of biometrics, are gaining more attentions lately because they are able to overcome limitations in unimodal biometric systems. These systems are suited for high security applications. Most of the proposed multibiometric systems offer one level of security. In this paper a new approach for adaptive combination of multiple biometrics has been proposed to ensure multiple levels of security. The score level fusion rule is adapted using (PSO) Particle Swarm Optimization to ensure the desired system performance corresponding to the desired level of security. The experimental results prove that the proposed multimodal biometric system is appropriate for applications that require different levels of security.
Authors and Affiliations
Ola Aly, Tarek Mahmoud, Gouda Salama, Hoda Onsi
Keywords
Related Articles
- EP ID EP151546
- DOI 10.14569/IJACSA.2013.040722
- Views 204
- Downloads 0
Resistance to Statistical Attacks of Parastrophic Quasigroup Transformation
The resistance to statistical kind of attacks of encrypted messages is a very important property for designing cryptographic primitives. In this paper, the parastrophic quasigroup PE-transformation, proposed elsewhere, i...
Bootstrap Approximation of Gibbs Measure for Finite-Range Potential in Image Analysis
This paper presents a Gibbs measure approximation method through the adjustment of the associated estimated potential. We use the information criterion to prove the accuracy of this approach and the bootstrap computation...
Toward Accurate Feature Selection Based on BSS-GRF
in recent years, Feature extraction in e-mail classification plays an important role. Many Feature extraction algorithms need more effort in term of accuracy. In order to improve the classifier accuracy and for faster cl...
Study of Current Femto-Satellite Approches
The success of space technology evolves according to the technological progression in terms of density of CMOS integration (Complementary on - Silicon Metal) and MEMS (Micro-Electro-Mechanical System) [4]. The need of sp...
Applications of Multi-criteria Decision Making in Software Engineering
Every complex problem now days require multicriteria decision making to get to the desired solution. Numerous Multi-criteria decision making (MCDM) approaches have evolved over recent time to accommodate various applicat...