Open AccessSistem Keamanan Pintu Berbasis Pengenalan Wajah Menggunakan Metode Fisherface
Author(s) -
Bekti Maryuni Susanto,
Fendik Eko Purnomo,
M. Faiq Ilman Fahmi
Publication year - 2017
Publication title -
jurnal ilmiah inovasi
Language(s) - English
Resource type - Journals
eISSN - 2527-6220
pISSN - 1411-5549
DOI - 10.25047/jii.v17i1.464
Subject(s) - laptop , computer science , key (lock) , arduino , face (sociological concept) , facial recognition system , microcontroller , computer security , database , computer hardware , operating system , artificial intelligence , pattern recognition (psychology) , social science , sociology
  Crime is one of the classic problems faced big city. One type of crime that is rampant today is theft. Many thieves go home using a duplicate key or use a special way to unlock the door. Therefore we need a tool that is able to anticipate the occurrence of theft, a system that uses a special key. Key that only identical by the owner of the house, one of which is the face. In this final project created a door security system using facial recognition as a key to opening the door. The method used in this tool is the method fisherface. The primary step in the introduction of this face, that face detection, PCA calculation, calculation of FLD. The security system consists of three main parts: a webcam, microcontroller arduino uno, and laptops as database storage. Image of the user's face will be taken by using a webcam. Captured images are stored in the laptop database and matched with the existing database. The results will feed into the microcontroller arduino whether the door is open or locked. Keywords: Door Security, Fisherface, Arduino