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

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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Bibliographic Details
Main Authors: Yuanyuan Wang, Chao Wang, Hong Zhang
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Sensors
Subjects:
high-resolution SAR images
ship classification
convolutional neural networks
fine tuning
transfer learning
small datasets
Online Access:http://www.mdpi.com/1424-8220/18/9/2929

Internet

http://www.mdpi.com/1424-8220/18/9/2929

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