Open AccessDeep Learning in Biometrics: A Survey
Author(s) -
Alberto Botana López
Publication year - 2019
Publication title -
advances in distributed computing and artificial intelligence journal
Language(s) - English
Resource type - Journals
ISSN - 2255-2863
DOI - 10.14201/adcaij2019841932
Subject(s) - biometrics , computer science , deep learning , field (mathematics) , biometric data , information security , computer security , multimedia , data science , artificial intelligence , mathematics , pure mathematics
Deep learning has been established in the last few years as the gold standard for data processing, achieving peak performance in image, text and audio understanding. At the same time, digital security is of utmost importance in this day and age, where everyone could get into our personal devices like cellphones or laptops, where we store our most valuable information. One of the possible ways to prevent this is via advanced and personalized security: biometrics. In this survey, it is considered how the scientific advances in the field of deep learning are applied to biometrics in order to enhance the protection of our data.