PENGENALAN WAJAH DENGAN LATAR BELAKANG BEBAS MENGGUNAKAN TEMPLATE MATCHING DAN LOCAL BINARY PATTERN (LBP)

MARYEIFA, NAURAH and Fachrurrozi, Muhammad and Arsalan, Osvari (2019) PENGENALAN WAJAH DENGAN LATAR BELAKANG BEBAS MENGGUNAKAN TEMPLATE MATCHING DAN LOCAL BINARY PATTERN (LBP). Undergraduate thesis, Sriwijaya University.

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Abstract

Pengenalan wajah adalah salah satu sistem identifikasi yang dikembangkan berdasarkan perbedaan ciri wajah seseorang berbasis biometrik yang memiliki keakuratan tinggi. Template Matching menjadi metode yang digunakan untuk proses pengenalan wajah pada data uji wajah dan Local Binary Pattern (LBP) untuk mengekstraksi ciri dari data latih wajah berlatar belakang bebas tersebut. Hasil keluaran yang ditampilkan berupa penamaan dari data uji wajah. Pengujian menggunakan data uji wajah pada dua puluh lima orang menghasilkan persentase keberhasilan proses pengenalan wajah sebesar 76% sedangkan persentase keberhasilan proses pelatihan wajah menggunakan data latih wajah berlatar belakang bebas pada tujuh puluh lima orang sebesar 97%.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Pengenalan Wajah, Latar Belakang Bebas, Template Matching, Local Binary Pattern.
Subjects:	T Technology > T Technology (General) > T58.5-58.64 Information technology > T58.5 General works Management information systems Cf. HD30.213 Industrial management Cf. HF5549.5.C6+ Communication in personnel management Cf. TS158.6 Automatic data collection systems (Production control) T Technology > T Technology (General) > T58.6-58.62 Management information systems
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Users 3895 not found.
Date Deposited:	06 Jan 2020 01:53
Last Modified:	06 Jan 2020 01:53
URI:	http://repository.unsri.ac.id/id/eprint/23077

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