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M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 4 Issue 3, March 2015 | Popularity: 7.2 / 10

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Fake Biometric Recognition Applicable to Fingerprint, Iris and Face Based On Image Quality Assessment

Nivi Varghese, Reshma Manohar

Abstract: To guarantee the genuine vicinity of a genuine honest to goodness attribute as opposed to a fake self-fabricated engineered then again recreated specimen is a noteworthy issue in biometric validation, which requires the advancement of new and effective security measures. In this paper, we display a novel programming based fake recognition strategy that can be utilized as a part of different biometric frameworks to distinguish distinctive sorts of false get to endeavors. The goal of the proposed framework is to improve the security of biometric distinguishment structures, by including liveness appraisal in a quick, easy to use, and non-nosy way, through the utilization of picture quality appraisal. The proposed methodology introduces a low level of multifaceted nature, which makes it suitable for ongoing applications, utilizing 25 general picture quality peculiarities removed from one picture (i. e. , the same gained for verification purposes) to recognize honest to goodness also impostor tests. The trial results, got on freely accessible information sets of finger impression, iris, and 2D face, demonstrate that the proposed system is very aggressive analyzed with other cutting edge methodologies and that the examination of the general picture nature of genuine biometric specimens uncovers profoundly significant data that may be productively utilized to separate them from fake characteristics.

Keywords: Picture quality appraisal, biometrics, security, assaults, countermeasures

Edition: Volume 4 Issue 3, March 2015

Pages: 718 - 720

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