Biometric Identification Technologies Based on Modern Data Mining Methods 1st edition by Stepan Bilan, Mohamed Elhoseny, Jude Hemanth 3030483784 9783030483784

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ISBN-10 :  3030483784 

ISBN-13 : 9783030483784

Author:  Stepan Bilan, Mohamed Elhoseny, D. Jude Hemanth 

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.

Biometric Identification Technologies Based on Modern Data Mining Methods 1st Table of contents:

1. Possibilities of Applying the Triangulation Method in the Biometric Identification Process
2. Biometric Gait Identification Systems: From Spatio-Temporal Filtering to Local Patch-Based Techniques
3. Interactive Biometric Identification System Based on the Keystroke Dynamic
4. Analysis of the Dynamics of Handwriting for Biometric Personality Identification Based on Cellular Automata
5. Gait Identification Based on Parallel Shift Technology
6. User Identification Using Images of the Handwritten Characters Based on Cellular Automata and Radon Transform
7. Automated Calculation of Fundamental Matrix from Stereo Images from a Different Point of View
8. Identification of Persons Using Stereo Image Pairs and Perturbation Functions
9. Identification of a Person by Palm Based on an Analysis of the Areas of the Inner Surface
10. Search of Informative Biometric Characteristic Features of the Palm Based on Parallel Shift Technology
11. Multitrait Selfie: Low-Cost Multimodal Smartphone User Authentication
12. Research of Biometric Characteristics of the Shape of the Ears Based on Multi-Coordinate Methods

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Tags: Biometric Identification, Technologies, Modern Data, Mining Methods, Stepan Bilan, Mohamed Elhoseny, Jude Hemanth