RANCANG BANGUN APLIKASI PENGENALAN WAJAH UNTUK PASSWORD FILE DENGAN METODE JARINGAN SYARAF TIRUAN

Authors

  • Genrawan Hoendarto Sekolah Tinggi Manajemen Informatika dan Komputer Widya Dharma
  • Vicni Iskandar Sekolah Tinggi Manajemen Informatika dan Komputer Widya Dharma

DOI:

https://doi.org/10.33557/jurnalmatrik.v21i1.521

Keywords:

Face recognition, artificial neural networks, passwords, back propagation

Abstract

Data security for computer users is increasingly becoming a concern because it is increasingly vulnerable to illegal access even though the file has been protected with a password. This is possible with the increasing number of applications aimed at hacking owner protection. Artificial neural network that was appointed in this study is one part of computer vision, which in this study is intended to make computers able to "see" through a webcam and recognize that face has access rights to the selected file. So that computers can distinguish facial images, it needs to be trained by applying the back propagation method. The reason for choosing facial recognition is because each person has a different face, so that it can be a more effective security key than conventional methods of making or accessing files that are on a computer.

References

[1] Puspitaningrum, Diyah, Pengantar Jaringan Syaraf Tiruan, Yoyakarta: Andi, 2006
[2] Sutoyo et al., Teori Pengolahan Citra Digital. Yoyakarta: Andi, 2009
[3] Kusumadewi, Sri. 2004. Membangun Jaringan Syaraf Tiruan Menggunakan Matlab. Yogyakarta: Graha Ilmu.
[4] Fadlisyah dan Sigit Suryantoro. 2007. Computer Vision & Pengolahan Citra. Yoyakarta: Andi.
[5] Priyono, Metode Penelitian Kuantitatif, Surabaya, Zifatama Publishing, 2016.
[6] Siang, J.J., Jaringan Syaraf Tiruan dan Pemogramannya Menggunakan MATLAB, Yoyakarta: Andi, 2009

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Published

2019-07-29

How to Cite

RANCANG BANGUN APLIKASI PENGENALAN WAJAH UNTUK PASSWORD FILE DENGAN METODE JARINGAN SYARAF TIRUAN. (2019). Jurnal Ilmiah Matrik, 21(1), 11-21. https://doi.org/10.33557/jurnalmatrik.v21i1.521