Superpixel-Guided Layer-Wise Embedding CNN for Remote Sensing Image Classification

Irregular spatial dependency is one of the major characteristics of remote sensing images, which brings about challenges for classification tasks. Deep supervised models such as convolutional neural networks (CNNs) have shown great capacity for remote sensing image classification. However, they gene...

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Bibliographic Details
Main Authors: Han Liu, Jun Li, Lin He, Yu Wang
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Remote Sensing
Subjects:
CNN
Online Access:http://www.mdpi.com/2072-4292/11/2/174