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A Novel Active Semisupervised Convolutional Neural Network Algorithm for SAR Image Recognition

Convolutional neural network (CNN) can be applied in synthetic aperture radar (SAR) object recognition for achieving good performance. However, it requires a large number of the labelled samples in its training phase, and therefore its performance could decrease dramatically when the labelled sample...

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Detalhes bibliográficos
Publicado no:Comput Intell Neurosci
Main Authors: Gao, Fei, Yue, Zhenyu, Wang, Jun, Sun, Jinping, Yang, Erfu, Zhou, Huiyu
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5651152/
https://ncbi.nlm.nih.gov/pubmed/29118807
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/3105053
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