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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Bibliographic Details
Published in:Sensors (Basel)
Main Authors: Deng, Fei, Pu, Shengliang, Chen, Xuehong, Shi, Yusheng, Yuan, Ting, Pu, Shengyan
Format: Artigo
Language:Inglês
Published: MDPI 2018
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Article
Online Access: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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