A Hybrid Vegetation Detection Framework: Integrating Vegetation Indices and Convolutional Neural Network

A Hybrid Vegetation Detection Framework: Integrating Vegetation Indices and Convolutional Neural Network

Vegetation inspection and monitoring is a time-consuming task. In the era of industrial revolution 4.0 (IR 4.0), unmanned aerial vehicles (UAV), commercially known as drones, are in demand, being adopted for vegetation inspection and monitoring activities. However, most off-the-shelf drones are leas...

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Bibliographic Details
Main Authors: Wahidah Hashim, Lim Soon Eng, Gamal Alkawsi, Rozita Ismail, Ammar Ahmed Alkahtani, Sumayyah Dzulkifly, Yahia Baashar, Azham Hussain
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
vegetation detection
vegetation indices
convolutional neural network
hybrid method
Mathematics
QA1-939
Online Access:https://doaj.org/article/4590f249746c4de18e2d8130955ae910
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https://doaj.org/article/4590f249746c4de18e2d8130955ae910

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