Learning Iris Biometric Identities for Secure Authentication. A Neural- Evolutionary Approach Pioneering Intelligent Iris Identification
نویسنده
چکیده
This paper discuss the latest trends in the field of evolutionary approaches to iris recognition, approaches which are compatible with the task of multi-enrollment in a biometric authentication system based on iris recognition, and which are also able to ensure strong discrimination between the enrolled users. A new authentication system based on supervised learning of iris biometric identities is proposed here. It is the first neural-evolutionary approach to iris authentication that proves an outstanding power of discrimination between the intraand the inter-class comparisons performed for the test database (Bath Iris Image Database). Key-Words: iris recognition, iris authentication, iris biometrics, iris biometric authentication. 1 Draft Manuscript in Preparation for a Joint S.V. Chapter with V.E. Balas
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Learning Iris Biometric Digital Identities for Secure Authentication: A Neural-Evolutionary Perspective Pioneering Intelligent Iris Identification
This chapter discusses the latest trends in the field of evolutionary approaches to iris recognition, approaches which are compatible with the task of multi-enrollment in a biometric authentication system based on iris recognition, and which are also able to ensure strong discrimination between the enrolled users. A new authentication system based on supervised learning of iris biometric identi...
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