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A New Winter Wheat Crop Segmentation Method Based on a New Fast-UNet Model and Multi-Temporal Sentinel-2 Images

Mapping and monitoring crops are the most complex and difficult tasks for experts processing and analyzing remote sensing (RS) images. Classifying crops using RS images is the most expensive task, and it requires intensive labor, especially in the sample collection phase. Fieldwork requires periodic...

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Hovedforfatter: Mohamad M. Awad
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-10-01
Serier:Agronomy
Fag:
winter wheat
Fast-UNet
vegetation indices
convolutional neural network
fieldwork
segmentation
Online adgang:https://www.mdpi.com/2073-4395/14/10/2337
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