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Universitas Hasanuddin
Research output:Contribution to journalArticlepeer-review

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

Zainuddin Z.

Journal of Physics Conference Series

Published: 2017Citations: 5

Abstract

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%.

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Facial recognition systemSciences
Linear discriminant analysisSciences
Computer scienceSciences
Artificial intelligenceSciences
Robustness (evolution)Sciences
PasswordSciences
Machine learningSciences
AlgorithmSciences
Three-dimensional face recognitionSciences
Face (sociological concept)Sciences
Face Recognition Grand ChallengeSciences
Pattern recognition (psychology)Sciences
Face detectionSciences
Computer securitySciences
SociologySciences
Social scienceSciences
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GeneSciences
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