Articles with "prototypical networks" as a keyword



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Data augmentation in prototypical networks for forest tree species classification using airborne hyperspectral images

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3168054

Abstract: Accurate and fine multiple tree species supervised classification based on few-shot learning has attracted close attention from researchers since the sample collection is often hindered in forests. Prototypical networks (P-Net), as a simple but efficient… read more here.

Keywords: classification; data augmentation; tree species; prototypical networks ... See more keywords