Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint

In recent years, many convolutional neural network (CNN)-based methods have been proposed to address the scene classification tasks of remote sensing images. Since the number of training samples in RS datasets is generally small, data augmentation is often used to expand the training set. It is, how...

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Bibliographic Details
Main Authors: Hao Xie, Yushi Chen, Pedram Ghamisi
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/13/13/2566