The Office Room Security System Using Face Recognition Based on Viola-Jones Algorithm and RBFN
Open Access
- 1 February 2021
- journal article
- Published by Universitas Nusantara PGRI Kediri in INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi
- Vol. 5 (1), 1-12
- https://doi.org/10.29407/intensif.v5i1.14435
Abstract
The university as an educational institution can apply technology in the campus environment. Currently, the security system for office space that is integrated with digital data has been somewhat limited. The main problem is that office space security items are not guaranteed as there might be outsiders who can enter the office. Therefore, this study aims to develop a system using biometric (face) recognition based on Viola-Jones and Radial Basis Function Network (RBFN) algorithm to ensure office room security. Based on the results, the system developed shows that object detection can work well with an object detection rate of 80%. This system has a pretty good accuracy because the object matching success is 73% of the object detected. The final result obtained from this study is a prototype development for office security using face recognition features that are useful to improve safety and comfort for occupants of office space (due to the availability of access rights) so that not everyone can enter the office.Keywords
This publication has 20 references indexed in Scilit:
- Pengembangan Smart Home Dengan Microcontrollers ESP32 Dan MC-38 Door Magnetic Switch Sensor Berbasis Internet of Things (IoT) Untuk Meningkatkan Deteksi Dini Keamanan PerumahanJurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2019
- Analisis Keamanan Sistem Informasi Berdasarkan Framework COBIT 5 Menggunakan Capability Maturity Model Integration (CMMI)JURNAL SISTEM INFORMASI BISNIS, 2019
- Analisis Pengaruh Sistem Keamanan Informasi Perbankan Pada Nasabah Pengguna Internet BankingINTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 2019
- Rancang Bangun Aplikasi Pengenalan Wajah menggunakan Metode Viola-Jones dan Algoritma PCAInComTech : Jurnal Telekomunikasi dan Komputer, 2018
- Pengaruh Lingkungan Kerja Terhadap Kinerja KaryawanJurnal Riset Bisnis dan Investasi, 2017
- RANCANG BANGUN SISTEM MONITORING KEAMANAN RUMAH BERBASIS WEB MENGGUNAKAN RASPBERRY PI B+ SEBAGAI SERVER DAN MEDIA KONTROLGema Teknologi, 2016
- Working Principle of Arduino and Using it as a Tool for Study and ResearchInternational Journal of Control, Automation, Communication and Systems, 2016
- Sistem Identifikasi Biometrika Wajah Menggunakan Metode Gabor KPCA dan Mahalanobis DistanceJURNAL SISTEM INFORMASI BISNIS, 2014
- Desain Sistem Keamanan Distribusi Data Dengan Menerapkan XML Encryption Dan XML Signature Berbasis Teknologi Web ServiceJURNAL SISTEM INFORMASI BISNIS, 2011
- DIGITAL RIGHTS MANAGEMENT SEBAGAI SOLUSI KEAMANAN DOKUMEN ELEKTRONIKJurnal Sistem Informasi, 2008