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Room Access Control System Using Facial Image Recognition

Lim, Resmana and R, FRANS KRISTIAN and Santoso, Petrus (2015) Room Access Control System Using Facial Image Recognition. Applied Mechanics and Materials, 815 (1). pp. 398-402. ISSN 1662-7482

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    Abstract

    The aim of the project is to implement a facial recognition system for access control to enter a room. The facial image captured by a webcam and then be detected/tracked using Haar face tracking algorithm. Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) algorithm have been used for face recognition. The system was tested with 10 users from the member of a laboratory room. Each user registered 100 images for training of the PCA and LDA. The recognition rate achieved using PCA was 70% and 97% for LDA.

    Item Type: Article
    Uncontrolled Keywords: access control, face recognition, home automation, computer vision
    Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
    Q Science > QA Mathematics > QA76 Computer software
    T Technology
    Divisions: Faculty of Industrial Technology > Electrical Engineering Department
    Depositing User: Admin
    Date Deposited: 08 Oct 2015 21:11
    Last Modified: 16 May 2016 16:33
    URI: http://repository.petra.ac.id/id/eprint/17370

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