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Liveness Detection for Biometric System using Image Quality Assessment

Author(s):

Namrata Shinde , Bharti Vidyapeeth's College of Engineering for Women, Pune.; S. V. Shelke, Bharti Vidyapeeth's College of Engineering for Women, Pune.; Manisha Ghare, Bharti Vidyapeeth's College of Engineering for Women, Pune.; Shubhangi Shingade, Bharti Vidyapeeth's College of Engineering for Women, Pune.

Keywords:

Attacks, Biometrics, Image Quality Assessment, Live ness Detection, Security

Abstract

To verify the actual presence of real biometric sample in contrast to reconstructed (fake) samples is a major problem in biometric authentication, which needs the development of new and efficient protection method. In this paper we present a software based liveness detection method which can be used in different biometric systems to detect different types of fake attempts. The aim of the proposed system is to increase the security of the biometric system by adding live ness assessment using image quality assessment (IQA). The proposed system is less complex which is suitable for real time applications, by using general image quality features extracted from one image to differentiate between real and fake samples.

Other Details

Paper ID: IJSRDV4I30361
Published in: Volume : 4, Issue : 3
Publication Date: 01/06/2016
Page(s): 332-333

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