Data Augmentation and Spectral Structure Features for Limited Samples Hyperspectral Classification

For both traditional classification and current popular deep learning methods, the limited sample classification problem is very challenging, and the lack of samples is an important factor affecting the classification performance. Our work includes two aspects. First, the unsupervised data augmentat...

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Bibliographic Details
Main Authors: Wenning Wang, Xuebin Liu, Xuanqin Mou
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/13/4/547