Hyperspectral Image Classification with Capsule Network Using Limited Training Samples

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...

Full description

Bibliographic Details
Main Authors: Fei Deng, Shengliang Pu, Xuehong Chen, Yusheng Shi, Ting Yuan, Shengyan Pu
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Sensors
Subjects:
capsule network
hyperspectral
image classification
deep learning
possibility density
Online Access:http://www.mdpi.com/1424-8220/18/9/3153

Internet

http://www.mdpi.com/1424-8220/18/9/3153

Similar Items