Please use this identifier to cite or link to this item:
http://repository.ipb.ac.id/handle/123456789/52513
Title: | Ekstraksi Daun Menggunakan Dimensi Fraktal untuk Identifikasi Tumbuhan Obat di Indonesia |
Authors: | Herdiyeni,Yeni Ratu, Dimpy Adira |
Keywords: | plant extraction fractal dimension box counting probabilistic neural network Bogor Agricultural University (IPB) |
Issue Date: | 2011 |
Abstract: | Identification medicinal plant species automatically still be a problem for recognizing various kind of medicinal plants in Indonesia. This research proposes a method for identifying a medicinal plant using Fractal Dimension and Probabilistic Neural Network (PNN). Fractal geometry offers an approach for the extraction of image which has the advantages in describing natural objects like leaves of medicinal plants. This is different from Euclidean geometry approaches that have been used to measure regular and symmetrical objects while the objects around us have an irregular shape. In this research, fractal dimension measured by Box Counting method. Fractal dimension has non-integer value that represent the self similarity of fractal. Identification results using Probabilistic Neural Network produces an accuracy of 67% and the results with showing the three classes that have the highest probability has the accuracy of 86.19%. Hence, the propose system is promising for medicinal plants identification in Indonesia. |
URI: | http://repository.ipb.ac.id/handle/123456789/52513 |
Appears in Collections: | UT - Computer Science |
Files in This Item:
File | Description | Size | Format | |
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Abstract_ G11dar2.pdf Restricted Access | Abstract | 287.34 kB | Adobe PDF | View/Open |
G11dar2.pdf Restricted Access | Full Text | 1.78 MB | Adobe PDF | View/Open |
BAB I Pendahuluan_ G11dar2.pdf Restricted Access | BAB I | 295.41 kB | Adobe PDF | View/Open |
BAB II Tinjauan Pustaka_ G11dar2.pdf Restricted Access | BAB II | 534.65 kB | Adobe PDF | View/Open |
BAB III Metode Penelitian_G11dar2.pdf Restricted Access | BAB III | 478.51 kB | Adobe PDF | View/Open |
BAB IV Hasil dan Pembahasan_G11dar2.pdf Restricted Access | BAB IV | 1 MB | Adobe PDF | View/Open |
BAB V Simpulan_ G11dar2.pdf Restricted Access | BAB V | 487.34 kB | Adobe PDF | View/Open |
Cover_ G11dar2.pdf Restricted Access | Cover | 285.26 kB | Adobe PDF | View/Open |
Daftar Pustaka_ G11dar2.pdf Restricted Access | Daftar Pustaka | 289.04 kB | Adobe PDF | View/Open |
Lampiran_G11dar2.pdf Restricted Access | Lampiran | 914.38 kB | Adobe PDF | View/Open |
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