Please use this identifier to cite or link to this item:
http://repository.ipb.ac.id/handle/123456789/51190
Title: | Identifikasi penyakit padi dan anthurium menggunakan wavelet dengan klasifikasi k-nearest neighbors |
Authors: | Herdiyeni, Yeni Wicaksana, Arvianto Candra |
Keywords: | Image Processing K-Nearest Neighbors Classification Wavelet Transformation Bogor Agricultural University (IPB) |
Issue Date: | 2011 |
Publisher: | IPB (Bogor Agricultural University) |
Abstract: | Leaf disease on Anthurium and rice can inflict financial loss to farmers. Eradication of the diseases can done, determining the type of disease is still difficult. This research proposed a new study on measuring for automatically identification of plant disease based on leaf image with the input of digital image. Detection process started with feature extraction using Haar wavelet transform and the identification process using the k-Nearest Neighbor (k-NN). This study, used the image which consists of seven hundred images, divided into seven classes consisting of 80% for training data and 20% for test data. The experimental result showed that identification of plant disease with leaf anthurium using k-NN is better than that of leaf anthurium and rice. The experimental result show that the accuracy system is 72.8%. |
URI: | http://repository.ipb.ac.id/handle/123456789/51190 |
Appears in Collections: | UT - Computer Science |
Files in This Item:
File | Description | Size | Format | |
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Abstract_ G11acw.pdf Restricted Access | Abstract | 296.16 kB | Adobe PDF | View/Open |
BAB I Pendahuluan_ G11acw.pdf Restricted Access | BAB I | 343.88 kB | Adobe PDF | View/Open |
BAB II Tinjauan Pustaka_G11acw.pdf Restricted Access | BAB II | 786.31 kB | Adobe PDF | View/Open |
BAB III Metode Penelitian_ G11acw.pdf Restricted Access | BAB III | 440.84 kB | Adobe PDF | View/Open |
BAB IV Hasil dan Pembahasan_ G11acw.pdf Restricted Access | BAB IV | 571.27 kB | Adobe PDF | View/Open |
BAB V Simpulan_ G11acw.pdf Restricted Access | BAB V | 354.35 kB | Adobe PDF | View/Open |
Cover_ G11acw.pdf Restricted Access | Cover | 331.17 kB | Adobe PDF | View/Open |
Daftar Pustaka_ G11acw.pdf Restricted Access | Daftar Pustaka | 357.62 kB | Adobe PDF | View/Open |
G11acw.pdf Restricted Access | Full Text | 1.48 MB | Adobe PDF | View/Open |
Lampiran_ G11acw.pdf Restricted Access | Lampiran | 1.13 MB | Adobe PDF | View/Open |
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