Multi-Pixel Simultaneous Classification of PolSAR Image Using Convolutional Neural Networks

Multi-Pixel Simultaneous Classification of PolSAR Image Using Convolutional Neural Networks

Convolutional neural networks (CNN) have achieved great success in the optical image processing field. Because of the excellent performance of CNN, more and more methods based on CNN are applied to polarimetric synthetic aperture radar (PolSAR) image classification. Most CNN-based PolSAR image class...

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Bibliographic Details
Main Authors: Lei Wang, Xin Xu, Hao Dong, Rong Gui, Fangling Pu
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Sensors
Subjects:
Gaofen-3
PolSAR image classification
convolutional neural networks
multi-pixel classification
fixed-feature-size
Online Access:http://www.mdpi.com/1424-8220/18/3/769

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