Biometric Identification Technologies Based on Modern Data Mining Methods

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This book emphasizes recent advances in the creation of biometric identification systems for various applications in the field of human activity. The book displays the problems that arise in modern systems of biometric identification, as well as the level of development and prospects for the introduction of biometric technologies. The authors classify biometric technologies into two groups, distinguished according to the type of biometric characteristics used. The first group uses static biometric parameters: fingerprints, hand geometry, retina pattern, vein pattern on the finger, etc. The second group uses dynamic parameters for identification: the dynamics of the reproduction of a signature or a handwritten keyword, voice, gait, dynamics of work on the keyboard, etc. The directions of building information systems that use automatic personality identification based on the analysis of unique biometric characteristics of a person are discussed. The book is intended for professionals working and conducting research in the field of intelligent information processing, information security, and robotics and in the field of real-time identification systems. The book contains examples and problems/solutions throughout.

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ISBN 9783030483807
Ausgabe 1st ed. 2021
Erscheinungsdatum 04.12.2021
Umfang 200 Seiten
Genre Technik/Elektronik, Elektrotechnik, Nachrichtentechnik
Format Taschenbuch
Verlag Springer International Publishing
Herausgegeben von Stepan Bilan, Mohamed Elhoseny, D. Jude Hemanth
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