A proposed plant classification framework for smart agricultural applications using UAV images and artificial intelligence techniques

A proposed plant classification framework for smart agricultural applications using UAV images and artificial intelligence techniques

Utilizing Wireless Sensor Networks (WSNs), Internet of Things (IoTs) sensors, and Unmanned Aerial Vehicles (UAVs), in conjunction with optimization techniques and machine learning algorithms, can present a novel approach to Precision Agricultural (PA) crops. Agriculture has transitioned from traditi...

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Bibliographic Details
Main Authors: Shymaa G. Eladl, Amira Y. Haikal, Mahmoud M. Saafan, Hanaa Y. ZainEldin
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Alexandria Engineering Journal
Subjects:
Precision agriculture
Crop management
Plant classification
Federated learning
Deep learning
Remote sensing
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016824009645
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