Fusing Fingerprint and Iris Multimodal Biometrics using Soft Computing Techniques
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2015, Vol 6, Issue 6
Abstract
This paper presents the application of soft computing techniques in multimodal biometrics recognition. The paper investigates the comparative performance of three different approaches: nonoptimized neural network trained with unimodal biometrics, non-optimized neural network trained with multimodal fingerprint and iris biometrics and optimized neural network trained with fingerprint and iris biometrics. The experimental results suggest that neural network optimized with genetic algorithm shows better recognition rate as compared to the other two approaches. The performance evaluation of each method is reported in terms of mean square error, percentage error, and accuracy.
Authors and Affiliations
Tanvi Dhingra , Manvjeet Kaur
Keywords
Related Articles
- EP ID EP153413
- DOI -
- Views 115
- Downloads 0
PROPOSED ARCHITECTURE: CLOUD BASED MEDICAL INFORMATION RETRIEVAL NETWORK
The latest developments and advancements in the computer science and information technology promise a massive potential that can be harnessed for the improvement of healthcare services especially in the developing countr...
Autonomous Robot Based on Robot Operating System (ROS) for Mapping and Navigation
Mobile robotics is a research area that has witnessed incredible advances for the last decades. Within this well-studied domain of mobile robotics, our area of interest is robots that inhabit in unmodified office-like en...
An SMS and USSD Model for Locationbased Mobile Advertising
The use of mobile phones to deliver context specific information in the form of advertisements tailored to a user’s profile, location among other related characteristics has been on the increase in the last few years. Lo...
Foundations of a rapid de-noising technique in real time image processing applications
A noise is an inherent entity of the imaging technologies that tend to deteriorate the quality of processed images at all levels. At the hardware level they appear as the dark current, shot noise etc. however at the imag...
3D Password: A novel approach for more secure authentication
The melodramatic increase of computer usage has given rise to many security concerns. One major security concern is Authentication; process of validating who you are to who you claimed to be. Authentication provides more...