Effective plant discrimination based on the combination of local binary pattern operators and multiclass support vector machine methods

Accurate crop and weed discrimination plays a critical role in addressing the challenges of weed management in agriculture. The use of herbicides is currently the most common approach to weed control. However, herbicide resistant plants have long been recognised as a major concern due to the excessi...

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Bibliographic Details
Main Authors: Vi Nguyen Thanh Le, Beniamin Apopei, Kamal Alameh
Format: Article
Language:English
Published: Elsevier 2019-03-01
Series:Information Processing in Agriculture
Online Access:http://www.sciencedirect.com/science/article/pii/S2214317318300258