Bayesian Aggregation Improves Traditional Single-Image Crop Classification Approaches

Accurate information about growing crops allows for regulating the internal stocks of agricultural products and drawing strategies for negotiating agricultural commodities on financial markets. Machine learning methods are widely implemented for crop type recognition and classification based on sate...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Ivan Matvienko, Mikhail Gasanov, Anna Petrovskaia, Maxim Kuznetsov, Raghavendra Jana, Maria Pukalchik, Ivan Oseledets
Format:	Article
Language:	English
Published:	MDPI AG 2022-11-01
Subjects:	crop classification unbalanced classes problem pixel-wise aggregation
Online Access:	https://www.mdpi.com/1424-8220/22/22/8600