Fingerprint and Speech Fusion: A Multimodal Biometric System
Journal Title: International Journal of Electronics Communication and Computer Technology - Year 2014, Vol 4, Issue 2
Abstract
Information security and authentication of person have become an important factor in security systems. Personal Identification Numbers or passwords and key devices such as smart cards are not reliable and accurate techniques in secure environments. Today biometric recognition is one of the most important techniques for the security. Single biometric systems suffer various problems such as noisy data, inter-class similarities, intra-class variations, non-universality and unacceptable error rate. To overcome these problematic issues, multimodal biometric systems are utilized. In this paper, a multimodal biometric system integrating fingerprint and speech in making a personal identification is introduced. The processed information is combined with the help of fusion algorithm in score level in which feature vectors are made independently for query images and are then compared to the enrollment templates which are stored during database preparation for each biometric trait. Based on the proximity of feature vector and template, each subsystem computes its own matching score. These systems provide preferable False Acceptance Rate (FAR) and False Rejection Rate (FRR) enjoying better recognition.
Authors and Affiliations
Seyed Hassan Sadeghzadeh| Department of Computer and IT Payame Noor University, Iran, Morteza Amirsheibani| Department of English Language Teaching Eastern Mediterranean University, Cyprus, Anseh Danesh Arasteh| Department of Computer and IT Payame Noor University, Iran
Keywords
Related Articles
- EP ID EP8385
- DOI -
- Views 396
- Downloads 24
Way-Tagged L2 Cache Architecture in Conjunction with Energy Efficient Datum Storage
For improving the performance constraint in various microprocessors write-through cache policy can be employed. However, write-through policy also incurs large energy overhead. Considering the energy factor way-tagged ca...
An Efficient Technique of Image Clustering using Limited Devices
Data mining technique provides several facilities to facilitate several tasks related with large amount of data. Among these tasks the very common ones are association rule mining, classification and clustering. Clusteri...
Comparative Study of 4G Technology, Applications and Compatibility in Prevailing Networks
With increasing end user demands for wider service due to the rapid growth and variety of IT (information technology) industry, the service with the data rate of 30 Mbps cannot accommodate the future mobile multimedia en...
Congnitive Radio Networks Using Orthoganal Frequency Spectrum Sensing
”Cognitive Radio is a radio for wireless communications in which either a network or a wireless node changes its transmission or reception parameters based on the interaction with the environment to communicate effic...
A Survey On Machine Learning Techniques Used in Tracking Livestock in Rural Areas using Wireless Sensor Networks
There are many countries where livestock plays a major role in the country’s economy and livelihood for the people in the country. Wireless Sensor Network (WSN) can be a good potential for implementing tracking and m...