Recognition of diseases in paddy leaves using knn classifier

M. Suresha, K. N. Shreekanth, B V Thirumalesh
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引用次数: 47

Abstract

Paddy is the most important crop in Asian country. Most of the people depend on rice for their food, so rice is considered as staple food in Asian country. Rice plant is affected by many diseases that affect the farmers in yield loss. In this paper, proposed a method for identification of Blast and Brown Spot diseases. Global threshold method has been applied and kNN classifier has been used to classify the data. The result 76.59% has been obtained for the proposed method.
利用knn分类器识别水稻叶片病害
稻谷是亚洲国家最重要的农作物。大多数人以大米为食物,所以大米在亚洲国家被认为是主食。水稻受多种病害的影响,严重影响农民的产量损失。本文提出了一种鉴定稻瘟病和褐斑病的方法。采用全局阈值法,并采用kNN分类器对数据进行分类。所得结果为76.59%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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