Implementation of The LDA Algorithm for Online Validation Based on Face Recognition

International Conference on Computing and Applied Informatics 2016

物理学;计算机科学

Zainuddin, Z.^1 ; Laswi, A.S.^2

Department of Teknik Elektro, Universitas Hasanuddin, Makassar, Sulawesi Selatan, Indonesia^1

Department of Manajemen Informatika AMIK Ibnu Khaldun, Palopo, Sulawesi Selatan, Indonesia^2

关键词: Computer vision applications;    Face recognition algorithms;    Linear discriminant analyses (LDA);   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/801/1/012047/pdf
DOI  :  10.1088/1742-6596/801/1/012047

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

This paper report work in implementation of computer vision application in face recognition to the on-line validation for distance learning. Face recognition is chosen among many other alternatives of validation because its robustness. The problem with basic validation such as password cannot validate the student in distance learning. This cannot be accepted especially is distance examination. Face recognition algorithm used in this research is Linear Discriminant Analysis (LDA). By using this algorithm, the system capable of recognize the authorized persons about 93% and reject the unauthorized persons 100%.