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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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Detalles Bibliográficos
Publicado en:Sensors (Basel)
Main Authors: Wang, Yuanyuan, Wang, Chao, Zhang, Hong
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2018
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6164978/
https://ncbi.nlm.nih.gov/pubmed/30177668
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s18092929
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