Weed detection in canola fields using maximum likelihood classification and deep convolutional neural network

Herbicide use is rising globally to enhance food production, causing harm to environment and the ecosystem. Precision agriculture suggests variable-rate herbicide application based on weed densities to mitigate adverse effects of herbicides. Accurate weed density estimation using advanced computer v...

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Bibliographic Details
Main Authors: Muhammad Hamza Asad, Abdul Bais
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2020-12-01
Series:Information Processing in Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214317319302355