WeedMap: A Large-Scale Semantic Weed Mapping Framework Using Aerial Multispectral Imaging and Deep Neural Network for Precision Farming

The ability to automatically monitor agricultural fields is an important capability in precision farming, enabling steps towards more sustainable agriculture. Precise, high-resolution monitoring is a key prerequisite for targeted intervention and the selective application of agro-chemicals. The main...

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Hlavní autoři:	Inkyu Sa, Marija Popović, Raghav Khanna, Zetao Chen, Philipp Lottes, Frank Liebisch, Juan Nieto, Cyrill Stachniss, Achim Walter, Roland Siegwart
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2018-09-01
Edice:	Remote Sensing
Témata:	precision farming weed management multispectral imaging semantic segmentation deep neural network unmanned aerial vehicle remote sensing
On-line přístup:	http://www.mdpi.com/2072-4292/10/9/1423
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