The conception a monitoring system based on the recognition of face, voice, and fingerprint
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Date
2022-06-10
Journal Title
Journal ISSN
Volume Title
Publisher
University of M'sila
Abstract
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
Description
Keywords
conception a monitoring system based : recognition : face, voice, fingerprint