Performance Improvement of Leaf Identification System Using Principal Component Analysis

• Main Authors: Kadir, Abdul, Nugroho, Lukito Edi, Susanto, Adhi, Santosa, Paulus Insap
• Format: Article PeerReviewed
• Language: English
• Published: 2012
• Subjects: Circuits and Systems; System Engineering
• Online Access: https://repository.ugm.ac.id/36084/1/Performance_Improvement_of_Leaf_Identification_System_Using_Principal_Component_Analysis.pdf; https://repository.ugm.ac.id/36084/; http://www.sersc.org/journals/IJAST/vol44.php
• Institution: Universitas Gadjah Mada

This paper reports the results of experiments in improving performance of leaf identification system using Principal Component Analysis (PCA). The system involved combination of features derived from shape, vein, color, and texture of leaf. PCA was incorporated to the identification system to conver...