Biometric Identification Technologies Based on Modern Data Mining Methods
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Beschreibung
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.
- Presents recent advances in the creation of biometric identification systems for various applications;
- Classifies biometrics into two groups - static and dynamic - and discusses developing for each;
- Relevant for students, researchers, and professionals in intelligent information processing, security, and robotics.
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.
Presents recent advances in the creation of biometric identification systems for various applications Classifies biometrics into two groups -- static and dynamic -- and discusses developing for each Relevant for students, researchers, and professionals in intelligent information processing, security, and robotics
Autor*in
Stepan Bilan
Themen in »Biometric Identification Technologies Based on Modern Data Mining Methods«
Artificial Intelligence and biometric identification Biometric Identification Image Processing and biometric identification Pattern Recognition and biometric identification Fingerprints and biometric identification Iris of the eye and biometric identification Hand geometry and biometric identification Retina pattern and biometric identification Keyboard typing and biometric identification