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Classification of Plants based on the Outer Shape of the Leaf


Walla Rahim Juadih and Dr. Kadhim M. Hashim
Abstract

Computer is very important in our life and they get into all fields. So, in this research we will use computer's application and it's importantly in recognition and classification plants' leaves, because of fewness of plants' classification experts. The data base used includes (35) types of different special plants after preprocessing on these pictures, the primal processing includes two practical's: (picture's enhancement and verges determine for pictures). In addition, we extract a group of geometrical features of plants' leaves depending on outwardness surround for leaf. We extract (10) features Euclidian for each leaf contains (surround, distance, center, main diameter, second diameter, and Extreme points). We used traditional distance for measuring distance between any two points. Then, the leaf of plant is recognized using algorithm C4.5.

Volume 12 | 01-Special Issue

Pages: 573-582

DOI: 10.5373/JARDCS/V12SP1/20201106