A deep learning approach based on graphs to detect plantation lines

A deep learning approach based on graphs to detect plantation lines

Identifying plantation lines in aerial images of agricultural landscapes is re-quired for many automatic farming processes. Deep learning-based networks are among the most prominent methods to learn such patterns and extract this type of information from diverse imagery conditions. However, even sta...

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Bibliographic Details
Main Authors: Diogo Nunes Gonçalves, José Marcato Junior, Mauro dos Santos de Arruda, Vanessa Jordão Marcato Fernandes, Ana Paula Marques Ramos, Danielle Elis Garcia Furuya, Lucas Prado Osco, Hongjie He, Lucio André de Castro Jorge, Jonathan Li, Farid Melgani, Hemerson Pistori, Wesley Nunes Gonçalves
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Heliyon
Subjects:
Remote sensing
Convolutional neural networks
Aerial imagery
UAV
Object detection
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024077612

Internet

http://www.sciencedirect.com/science/article/pii/S2405844024077612

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