Research of Face Recognition with Fisher Linear Discriminant

4th International Conference on Operational Research

Rahim, R.^1,7 ; Afriliansyah, T.^2 ; Winata, H.^3 ; Nofriansyah, D.^4 ; Ratnadewi^5 ; Aryza, S.^6,7

Department of Informatics Engineering, Institut Teknologi Medan, Medan, Indonesia^1

STKIP Bumi Persada Lhokseumawe, Jalan Medan Banda Aceh No. 59, Lhokseumawe, Indonesia^2

Department of System Computer, STMIK Triguna Dharma, Jl. Jenderal Abdul Haris Nasution No.73, Medan

20219, Indonesia^3

Department of Information System, STMIK Triguna Dharma, Jl. Jenderal Abdul Haris Nasution No.73, Medan

20219, Indonesia^4

Electrical Engineering, Maranatha Christian University, Jalan Prof. Drg. Surya Sumantri No.65, Bandung

40164, Indonesia^5

Faculty Engineering, Universitas Pembangunan Panca Budi, Jl. Jend Gatot Subroto KM. 4.5, Medan, Indonesia^6

School of Computer and Communication Engineering, Universiti Malaysia Perlis, Perlis

20122, Malaysia^7

关键词: Face recognition systems;    Facial images;    Fisher linear discriminants;    High-accuracy;    Human faces;    Intra class;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/300/1/012037/pdf
DOI  :  10.1088/1757-899X/300/1/012037

来源: IOP

【 摘 要 】

Face identification systems are developing rapidly, and these developments drive the advancement of biometric-based identification systems that have high accuracy. However, to develop a good face recognition system and to have high accuracy is something that's hard to find. Human faces have diverse expressions and attribute changes such as eyeglasses, mustache, beard and others. Fisher Linear Discriminant (FLD) is a class-specific method that distinguishes facial image images into classes and also creates distance between classes and intra classes so as to produce better classification.