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Hyperspectral Image Classification with Capsule Network Using Limited Training Samples

Deep learning techniques have boosted the performance of hyperspectral image (HSI) classification. In particular, convolutional neural networks (CNNs) have shown superior performance to that of the conventional machine learning algorithms. Recently, a novel type of neural networks called capsule net...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Deng, Fei, Pu, Shengliang, Chen, Xuehong, Shi, Yusheng, Yuan, Ting, Pu, Shengyan
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6165568/
https://ncbi.nlm.nih.gov/pubmed/30231574
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18093153
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