Ship Classification in High-Resolution SAR Images Using Deep Learning of Small Datasets

With the capability to automatically learn discriminative features, deep learning has experienced great success in natural images but has rarely been explored for ship classification in high-resolution SAR images due to the training bottleneck caused by the small datasets. In this paper, convolution...

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Main Authors: Yuanyuan Wang, Chao Wang, Hong Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2018-09-01
Colecção:Sensors
Assuntos:
high-resolution SAR images
ship classification
convolutional neural networks
fine tuning
transfer learning
small datasets
Acesso em linha:http://www.mdpi.com/1424-8220/18/9/2929
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