Classification of polarimetric SAR images using compact convolutional neural networks

Classification of polarimetric SAR images using compact convolutional neural networks

Classification of polarimetric synthetic aperture radar (PolSAR) images is an active research area with a major role in environmental applications. The traditional Machine Learning (ML) methods proposed in this domain generally focus on utilizing highly discriminative features to improve the classif...

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Bibliographic Details
Main Authors: Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
Format: Article
Language:English
Published: Taylor & Francis Group 2021-01-01
Series:GIScience & Remote Sensing
Subjects:
classification
convolutional neural networks
polarimetric synthetic aperture radar (polsar)
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Online Access:http://dx.doi.org/10.1080/15481603.2020.1853948

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