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Full Description
This book provides a framework for robust and novel biometric techniques, along with implementation and design strategies. The theory, principles, pragmatic and modern methods, and future directions of biometrics are presented, along with in-depth coverage of biometric applications in driverless cars, automated and AI-based systems, IoT, and wearable devices. Additional coverage includes computer vision and pattern recognition, cybersecurity, cognitive computing, soft biometrics, and the social impact of biometric technology. The book will be a valuable reference for researchers, faculty, and practicing professionals working in biometrics and related fields, such as image processing, computer vision, and artificial intelligence.
Highlights robust and novel biometrics techniques
Provides implementation strategies and future research directions in the field of biometrics
Includes case studies and emerging applications
Contents
Introduction.- Classification of Biometrics.- Computer Vision and Pattern RecognitionBiometric Databases.- Machine Learning and Artificial Intelligence (AI).- Design of Classifiers.- Cybersecurity and Biometrics.- New Algorithms and Technologies.- Cognitive Computing.- Usability and Testing Methods.- 3D Face Recognition.- Biometric Standards and Protocols.- Dimensionality Reduction.- Application and Case Studies.- Template Aging.- Biometric Template Security.- Soft Biometrics.- Social Impact of Biometric Technology.- Future Directions and Robustness
