Sistem Kontrol Akses Berbasis Real Time Face Recognition dan Gender Information

Face recognition and gender information is a computer application for automatically identifying or verifying a person's face from a camera to capture a person's face. It is usually used in access control systems and it can be compared to other biometrics such as finger print identification...

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Main Authors: Putri Nurmala, Wikaria Gazali, Widodo Budiharto
Format: Article
Language:English
Published: Bina Nusantara University 2015-06-01
Series:ComTech
Subjects:
Online Access:https://journal.binus.ac.id/index.php/comtech/article/view/2264
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author Putri Nurmala
Wikaria Gazali
Widodo Budiharto
author_facet Putri Nurmala
Wikaria Gazali
Widodo Budiharto
author_sort Putri Nurmala
collection DOAJ
description Face recognition and gender information is a computer application for automatically identifying or verifying a person's face from a camera to capture a person's face. It is usually used in access control systems and it can be compared to other biometrics such as finger print identification system or iris. Many of face recognition algorithms have been developed in recent years. Face recognition system and gender information in this system based on the Principal Component Analysis method (PCA). Computational method has a simple and fast compared with the use of the method requires a lot of learning, such as artificial neural network. In this access control system, relay used and Arduino controller. In this essay focuses on face recognition and gender - based information in real time using the method of Principal Component Analysis ( PCA ). The result achieved from the application design is the identification of a person’s face with gender using PCA. The results achieved by the application is face recognition system using PCA can obtain good results the 85 % success rate in face recognition with face images that have been tested by a few people and a fairly high degree of accuracy.
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spelling doaj.art-ac98ec09827f49f7bd8cd3b3e29641fd2023-09-02T17:58:43ZengBina Nusantara UniversityComTech2087-12442476-907X2015-06-016219820710.21512/comtech.v6i2.22641679Sistem Kontrol Akses Berbasis Real Time Face Recognition dan Gender InformationPutri Nurmala0Wikaria Gazali1Widodo Budiharto2Bina Nusantara UniversityBina Nusantara UniversityBina Nusantara UniversityFace recognition and gender information is a computer application for automatically identifying or verifying a person's face from a camera to capture a person's face. It is usually used in access control systems and it can be compared to other biometrics such as finger print identification system or iris. Many of face recognition algorithms have been developed in recent years. Face recognition system and gender information in this system based on the Principal Component Analysis method (PCA). Computational method has a simple and fast compared with the use of the method requires a lot of learning, such as artificial neural network. In this access control system, relay used and Arduino controller. In this essay focuses on face recognition and gender - based information in real time using the method of Principal Component Analysis ( PCA ). The result achieved from the application design is the identification of a person’s face with gender using PCA. The results achieved by the application is face recognition system using PCA can obtain good results the 85 % success rate in face recognition with face images that have been tested by a few people and a fairly high degree of accuracy.https://journal.binus.ac.id/index.php/comtech/article/view/2264face recognition, gender information, real time, PCA, Arduino
spellingShingle Putri Nurmala
Wikaria Gazali
Widodo Budiharto
Sistem Kontrol Akses Berbasis Real Time Face Recognition dan Gender Information
ComTech
face recognition, gender information, real time, PCA, Arduino
title Sistem Kontrol Akses Berbasis Real Time Face Recognition dan Gender Information
title_full Sistem Kontrol Akses Berbasis Real Time Face Recognition dan Gender Information
title_fullStr Sistem Kontrol Akses Berbasis Real Time Face Recognition dan Gender Information
title_full_unstemmed Sistem Kontrol Akses Berbasis Real Time Face Recognition dan Gender Information
title_short Sistem Kontrol Akses Berbasis Real Time Face Recognition dan Gender Information
title_sort sistem kontrol akses berbasis real time face recognition dan gender information
topic face recognition, gender information, real time, PCA, Arduino
url https://journal.binus.ac.id/index.php/comtech/article/view/2264
work_keys_str_mv AT putrinurmala sistemkontrolaksesberbasisrealtimefacerecognitiondangenderinformation
AT wikariagazali sistemkontrolaksesberbasisrealtimefacerecognitiondangenderinformation
AT widodobudiharto sistemkontrolaksesberbasisrealtimefacerecognitiondangenderinformation