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Multimodal Biometric Identification System Case Study of Real-Time Implementation - Sampada Dhole, Vinayak Bairagi 2025 PDF | EPUB CRC Press BOOKS
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Multimodal Biometric Identification System Case Study of Real-Time Implementation
Author: Sampada Dhole, Vinayak Bairagi
Year: 2025
Format: PDF | EPUB
File size: 26.6 MB
Language: ENG



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The book "Multimodal Biometric Identification System Case Study of Real-Time Implementation" provides a comprehensive overview of the development and implementation of a multimodal biometric identification system, which combines multiple modalities such as fingerprint recognition, facial recognition, iris scanning, and voice recognition to achieve accurate and reliable identification. The book covers the entire process of the system's development, from the initial conceptualization to the final deployment, and highlights the challenges and solutions encountered during the implementation process. The book begins by discussing the importance of multimodal biometrics in modern society, particularly in the context of security and surveillance applications. It explains how multimodal biometrics can provide higher accuracy and reliability compared to single-modality systems, and how it can address various issues such as spoofing attacks, where an individual attempts to use a fake or synthetic modality to gain unauthorized access to a secure system. The book then delves into the technical details of the system's architecture, including the sensors and algorithms used for each modality, and how they are integrated to form a seamless and robust identification system.
В книге «Пример внедрения системы мультимодальной биометрической идентификации в режиме реального времени» представлен всесторонний обзор разработки и внедрения мультимодальной биометрической системы идентификации, которая сочетает в себе несколько методов, таких как распознавание отпечатков пальцев, распознавание лиц, сканирование радужной оболочки глаза и распознавание голоса, для достижения точной и надежной идентификации. Книга охватывает весь процесс разработки системы, от первоначальной концептуализации до окончательного развертывания, и освещает проблемы и решения, возникающие в процессе внедрения. Книга начинается с обсуждения важности мультимодальной биометрии в современном обществе, особенно в контексте приложений безопасности и наблюдения. В нем объясняется, как мультимодальная биометрия может обеспечить более высокую точность и надежность по сравнению с одномодальными системами, и как она может решить различные проблемы, такие как атаки спуфинга, когда человек пытается использовать поддельную или синтетическую модальность, чтобы получить несанкционированный доступ к защищенной системе. Затем книга углубляется в технические детали архитектуры системы, включая датчики и алгоритмы, используемые для каждого метода, и то, как они интегрированы, чтобы сформировать бесшовную и надежную систему идентификации.
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