Universiti Teknologi Malaysia Institutional Repository

Classify the plant species based on lobes, sinuses and margin

Bong, Mei Fern and Sulong, Ghazali and Kumoi, Rosely and Mohd. Rahim, Mohd. Shafry (2015) Classify the plant species based on lobes, sinuses and margin. Jurnal Teknologi, 75 (2). pp. 27-31. ISSN 0127-9696

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Official URL: http://dx.doi.org/10.11113/jt.v75.4973

Abstract

This paper proposed a novel approach to cluster the species of plants based on their lobes, sinuses and margin. Firstly, all the boundary points in the clockwise or anticlockwise direction were selected. Then, an estimated centre point for leaf boundary points was used to compute the distance between the leaf boundary points and centre point. Next, the peaks and valleys from the distance found stated above were located where peaks represent lobes and valleys represent the sinuses. The number of peak and valleys is calculated to cluster the plant according to the rule-based method. From the results obtained, the accuracy for the plant clustering is up to 100 percent.

Item Type:Article
Uncontrolled Keywords:centroid contour distance, disk filter, find the peak, find the valleys, leaf classification, lobes, margin, sinuses, teeth
Subjects:A General Works
ID Code:58057
Deposited By: Haliza Zainal
Deposited On:04 Dec 2016 12:07
Last Modified:09 Mar 2017 12:18

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