Hyperspectral image classification on insufficient-sample and feature learning using deep neural networks: A review

Over the years, advances in sensor technologies have enhanced spatial, temporal, spectral, and radiometric resolutions, thus significantly improving the size, resolution, and quality of imagery. These vast developments have inspired improvement in various hyperspectral images (HSI) classification ap...

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Bibliographic Details

Published in:	International Journal of Applied Earth Observations and Geoinformation
Main Authors:	Naftaly Wambugu, Yiping Chen, Zhenlong Xiao, Kun Tan, Mingqiang Wei, Xiaoxue Liu, Jonathan Li
Format:	Article
Language:	English
Published:	Elsevier 2021-12-01
Subjects:	Deep learning Image classification Remote sensing Hyperspectral imagery Supervised learning
Online Access:	http://www.sciencedirect.com/science/article/pii/S030324342100310X