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http://repository.ipb.ac.id/handle/123456789/57517
Title: | The Identification of Medicinal Plants based on Fractal using Fuzzy C-Means Clustering Identifikasi Tumbuhan Obat Berbasis Fraktal Menggunakan Clustering Fuzzy C-Means. |
Authors: | Herdiyeni, Yeni Wijaya, Sony Hartono Mulyana, Iyan |
Keywords: | identification medicinal plants fractal fractal dimension fractal code fuzzy c-means |
Issue Date: | 2012 |
Abstract: | Identification medicinal plant species automatically still be a problem for recognizing various kind of medicinal plants in Indonesia. The research purpose is to develop medicinal plant identification system by using fractal and Fuzzy C-Means (FCM) clustering. Fractal method is used to extract image feture of the medicinal plant leaf. Beides, FCM clustering is needed to classify image feature medicinal plant into some lass or cluster. Two fractal approach used in this research are fractal dimension and fractal code. Fractal dimension is based on similiarity of the medicinal plant leaf image pattern and counted with box counting method, however fractal code is based on similiarity of the medicinal plant leaf image texture. This research used the data from the collection in Biofarmaka IPB plantation and glasshouse of Ex-Situ conservation of Indoensia Tropicana. 600 data is used contain of 20 variety of medicinal plants for each 30 sampel. This experimental result shows that 85.04% of FCM clustering based on dimension and 79.94% FCM clustering based on the fractal code. According to this result, medicinal plant identification system which are easy and with high accuracy will motivate public to empower and use medicinal plant in Indonesia which will increase Indonesian public health and wealth. |
URI: | http://repository.ipb.ac.id/handle/123456789/57517 |
Appears in Collections: | MT - Mathematics and Natural Science |
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2012imu.pdf Restricted Access | Fulltext | 2.38 MB | Adobe PDF | View/Open |
2012imu-abstract.pdf Restricted Access | Abstract | 288.43 kB | Adobe PDF | View/Open |
2012imu-BAB I-Pendahuluan.pdf Restricted Access | BAB I-Pendahuluan | 296.98 kB | Adobe PDF | View/Open |
2012imu-BAB II-Tinjauan Pustaka.pdf Restricted Access | BAB II-Tinjauan pustaka | 531.08 kB | Adobe PDF | View/Open |
2012imu-BAB III-Metode Penelitian.pdf Restricted Access | BAB III-Metode penelitian | 452.14 kB | Adobe PDF | View/Open |
2012imu-BAB IV-Hasil dan Pembahasan.pdf Restricted Access | BAB IV-Hasil dan pembahasan | 1.64 MB | Adobe PDF | View/Open |
2012imu-BAB V-Kesimpulan dan Saran.pdf Restricted Access | BAB V-Kesimpulan dan saran | 297.04 kB | Adobe PDF | View/Open |
2012imu-copyright.pdf Restricted Access | Copyright | 285.92 kB | Adobe PDF | View/Open |
2012imu-cover.pdf Restricted Access | Cover | 286.55 kB | Adobe PDF | View/Open |
2012imu-daftar isi.pdf Restricted Access | Daftar isi | 337.57 kB | Adobe PDF | View/Open |
2012imu-Daftar Pustaka.pdf Restricted Access | Daftar pustaka | 295.26 kB | Adobe PDF | View/Open |
2012imu-Lampiran.pdf Restricted Access | lampiran | 976.03 kB | Adobe PDF | View/Open |
2012imu-lembar pengesahan.pdf Restricted Access | Lembar pengesahan | 306 kB | Adobe PDF | View/Open |
2012imu-pernyataan sumber skripsi.pdf Restricted Access | Pernyataan sumber skripsi | 286.34 kB | Adobe PDF | View/Open |
2012imu-prakata.pdf Restricted Access | Prakata | 291.21 kB | Adobe PDF | View/Open |
2012imu-ringkasan.pdf Restricted Access | Ringkasan | 288 kB | Adobe PDF | View/Open |
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