Biometric identification technologies based on modern data mining methods

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.

Possibilities of Applying the Triangulation Method in the Biometric Identification Process / Muzafer Saračevič, Mohamed Elhoseny, Aybeyan Selimi, and Zoran Lončeravič -- Biometric Gait Identification Systems: From Spatio-Temporal Filtering to Local Patch-Based Techniques / Mohammad H. Ghaeminia, Shahriar B. Shokouhi, and Abdollah Amirkhani -- Interactive Biometric Identification System Based on the Keystroke Dynamic / Stepan Bilan, Mykola Bilan, and Andrii Bilan -- Analysis of the Dynamics of Handwriting for Biometric Personality Identification Based on Cellular Automata / Stepan Bilan, Mykola Bilan, Andrii Bilan, and Sergii Bilan -- Gait Identification Based on Parallel Shift Technology / Stepan Bilan, Ruslan Motornyuk, Sergey Yuzhakov, and Mariia Halushko -- User Identification Using Images of the Handwritten Characters Based on Cellular Automata and Radon Transform / Stepan Bilan, Ruslan Motornyuk, Sergii Bilan, and Olga Galan -- Automated Calculation of Fundamental Matrix from Stereo Images from a Different Point of View / Ahmed Chater and Abdelali Lasfar -- Identification of Persons Using Stereo Image Pairs and Perturbation Functions / Sergey Vyatkin, Alexander Romanyuk, Serg…