Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification

Recently, embedding and metric-based few-shot learning (FSL) has been introduced into hyperspectral image classification (HSIC) and achieved impressive progress. To further enhance the performance with few labeled samples, we in this paper propose a novel FSL framework for HSIC with a class-covarian...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 26., Seite 5079-5092
1. Verfasser: Xi, Bobo (VerfasserIn)
Weitere Verfasser: Li, Jiaojiao, Li, Yunsong, Song, Rui, Hong, Danfeng, Chanussot, Jocelyn
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article