Highly Efficient Approaches for Biometric Security Systems
Journal Title: International Journal of Linguistics and Computational Applications - Year 2017, Vol 4, Issue 1
Abstract
This paper proposes to implement the biometric security system spoofing detection on palm vein, face and iris image patterns. A Biometric system is essentially a pattern recognition system that makes use of bio-metric traits to recognize individuals. In a biometric security system, the data hiding approach is involved to conceal the secret personal informatics for enhancing the privacy protection. There are negative effects on recognition performance on fingerprint and palm print biometrics due to the some factors like the dryness or dirt in the finger and it also varies with age, for instance, this system is not appropriate for children, because the size of their fingerprint changes quickly. This paper depicts a proposed method which avoids the above negative factors. Palm vein, face and Iris patterns stand out from the host of intrinsic biometric traits for the development of a recognition system that can meet all the security expectations of a biometric system. In the proposed method palm vein, face and iris image patterns spoofing can be easily detected using Neural Network (NN) with the help of GLCM properties. Vein patterns are the network structure of blood vessels underneath the human skin that are almost invisible to the naked eye under natural lighting conditions and can be acquired only when employing infrared illumination. The texture of the blood vessels and Iris of different individuals has been proven to be distinctive even among identical twins. The selected image of palm veins, face and Iris is aligned and cropped according to the key points. The image is enhanced and resized. The features of palm vein, iris and face are compared with database image feature vectors and are recognized using Probabilistic Neural Network classifier (PNN). Finally the performance of multimodal system along with stenographic approach will be measured with accuracy and it proves to provide better matching rate than earlier approaches.
Authors and Affiliations
Suchitra P. V
Keywords
Related Articles
- EP ID EP642655
- DOI -
- Views 169
- Downloads 0
மொழியியல் தொடக்கமும் வளர்ச்சியும் – சில சூழல்களில்
மொழியியல் தொடக்கமும் வளர்ச்சியும் – சில சூழல்களில்
A Framework for Solving Linear Systems of Equations using Openmp and Cuda
Explaining frameworks of linear equations are presumably a standout amongst the most investigative applications of linear algebra. Direct techniques for registering the arrangement of such frameworks can be exceptionally...
தமிழ்க் கவிதை மரபும் ஒலிமாற்றங்களும்
தமிழ்க் கவிதை மரபும் ஒலிமாற்றங்களும்
Comparative Survey of UNIX, Linux, Windows7 Operating System
Here I has given the Comparative Survey of Unix, Linux and Windows 7 Operating System. First in brief I has given their history. Then compared their Design principles and then compared the Security provided by Unix, Linu...
Towards Developing a Morphological Analyser for Arabic Noun Forms
This paper studies the Morphological analysis and processing of noun forms in Arabic language. It focuses on the inflected noun forms and discusses the singular, dual and plural formation as well as case representation....