Pancaran Pendidikan
Vol 7, No 2 (2018)

Implementation of Eigenface Method in Improving Security in a Smart Home Systems

Abdurrasyid Abdurrasyid (Sekolah Tinggi Teknik PLN)
Riki Ruli Afandi Siregar (Sekolah Tinggi Teknik PLN)
Indrianto Indrianto (Sekolah Tinggi Teknik PLN)
Meilia Nur Indah Susanti (Sekolah Tinggi Teknik PLN)



Article Info

Publish Date
01 May 2018

Abstract

Based on data that was extracted from Indonesia Central Bureau of Statistics there were has been theft cases as much as 125.869 times during 2015, consists of Crime against Property / Goods with Violence 11.856 cases, and Crimes against Property / Goods Non-Violent 114.013 cases, theft often occurs in empty homes that no occupants, theft is also common in homes that have security cameras, cameras that were installed cannot provide prevention or warning to homeowners. It can be anticipated if the homeowner gets information about the condition of the house in real time wherever he is. This technology is designed to created smart home system that was integrated by the security method especially in face recognition, Eigenface method as the image processing method used to detect home occupants to avoid thieves, the core of this method is to compare the eigenface value of the captured image with the eigenface value present in the database, the smaller difference between the eigenface training image in the database with the eigenface test face it can be concluded that the image has a higher similarity, greater differences,  will make the system detect that an unknown person is entering the house, and will send a warning message to the homeowner via cell phone about danger that is occurs.

Copyrights © 2018






Journal Info

Abbrev

pancaran

Publisher

Subject

Humanities Chemistry Education Languange, Linguistic, Communication & Media Physics

Description

Pancaran Pendidikan is an online-International Journal dedicated to publishing the good quality research and non reserach in 1. Natural Science (Mathematics, Physics, Chemistry and Biology) education 2. Social Science (Economy, Geography, and History) education 3. Language and humanities education ...