Attention Mechanisms in Convolutional Neural Networks for Nitrogen Treatment Detection in Tomato Leaves Using Hyperspectral Images

Attention Mechanisms in Convolutional Neural Networks for Nitrogen Treatment Detection in Tomato Leaves Using Hyperspectral Images

Nitrogen is an essential macronutrient for the growth and development of tomatoes. However, excess nitrogen fertilization can affect the quality of tomato fruit, making it unattractive to consumers. Consequently, the aim of this study is to develop a method for the early detection of excessive nitro...

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Bibliographic Details
Main Authors: Brahim Benmouna, Raziyeh Pourdarbani, Sajad Sabzi, Ruben Fernandez-Beltran, Ginés García-Mateos, José Miguel Molina-Martínez
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Electronics
Subjects:
hyperspectral imaging
nitrogen treatment prediction
Royal tomato
crop yield improvement
attention mechanism
Online Access:https://www.mdpi.com/2079-9292/12/12/2706

Internet

https://www.mdpi.com/2079-9292/12/12/2706

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