TELKOMNIKA Telecommunication, Computing, Electronics and Control
Feature extraction of Jabon (Anthocephalus sp) leaf disease using discrete wavelet transform
Dublin Core
Title
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Feature extraction of Jabon (Anthocephalus sp) leaf disease using discrete wavelet transform
Feature extraction of Jabon (Anthocephalus sp) leaf disease using discrete wavelet transform
Subject
Feature extraction, Jabon, Leaf disease, Wavelet, Wavelet extraction
Description
Jabon (Anthocephalus cadamba (Roxb.) Miq) is one type of forest plants that have very rapid growth until the process of the harvest. One inhibitor is a disease that attacks the leaves in the form of spots and blight that can cause death during the growth process of this tree. The purpose of this process is to detect the object of diseases that attack the leaves of jabon at the time in the nursery. Images of affected jabon leaf disease segmented by reducing the RGB color cylinders to separate the disease object from the background. Reduced channel G-R provides information in the form of disease areas contained in the image of Jabon leaf. Furthermore, the characteristics of leaf disease can be detected well using DWT in the 3-level decomposition process with SVM classification results that can separate both classes of spots and blight by 84.672%.
Creator
Felliks Feiters Tampinongkol, Yeni Herdiyeni, Elis Nina Herliyana
Source
DOI: 10.12928/TELKOMNIKA.v18i2.10714
Publisher
Universitas Ahmad Dahlan
Date
April 2020
Contributor
Sri Wahyuni
Rights
ISSN: 1693-6930
Relation
http://journal.uad.ac.id/index.php/TELKOMNIKA
Format
PDF
Language
English
Type
Text
Coverage
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Files
Collection
Citation
Felliks Feiters Tampinongkol, Yeni Herdiyeni, Elis Nina Herliyana, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
Feature extraction of Jabon (Anthocephalus sp) leaf disease using discrete wavelet transform,” Repository Horizon University Indonesia, accessed April 3, 2025, https://repository.horizon.ac.id/items/show/3644.
Feature extraction of Jabon (Anthocephalus sp) leaf disease using discrete wavelet transform,” Repository Horizon University Indonesia, accessed April 3, 2025, https://repository.horizon.ac.id/items/show/3644.