Browsing by Author "Amroune, Abederrahim"

Now showing 1 - 1 of 1
  • Thumbnail Image
    ItemOpen Access
    The conception a monitoring system based on the recognition of face, voice, and fingerprint
    (University of M'sila, 2022-06-10) Amroune, Abederrahim; Bennaama, Mohamed; President: Loucif, Hemza
    The conception of a monitoring system based on the recognition of face, voice, and fingerprint aims to create a comprehensive and secure solution for identification and monitoring purposes. This integrated system combines three biometric modalities: face recognition, voice recognition, and fingerprint recognition. Face recognition involves capturing and analyzing facial features to create unique biometric templates for each individual. Advanced algorithms, such as Principal Component Analysis (PCA), are utilized to extract key facial characteristics and match them against a database for identification. Voice recognition relies on recording and analyzing individuals' voice patterns, including pitch, tone, and pronunciation. A reference model is created based on these unique voice characteristics, enabling accurate verification by comparing recorded voice samples with the reference models. Fingerprint recognition, known for its high accuracy and reliability, captures and analyzes the unique patterns and ridges on an individual's fingertip. Personalized fingerprint templates are created for each person, allowing for real-time authentication and matching of fingerprints. By integrating these three modalities, the monitoring system ensures a robust and comprehensive approach to identification and monitoring. It offers enhanced accuracy, reliability, and security compared to traditional systems that rely on a single identification method. This integrated system finds applications in various domains, including security systems, access control, attendance management, and law enforcement, providing both convenience and efficiency in managing and monitoring individuals in a given environment