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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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Podrobná bibliografie
Vydáno v:Comput Intell Neurosci
Hlavní autoři: Gao, Fei, Yue, Zhenyu, Wang, Jun, Sun, Jinping, Yang, Erfu, Zhou, Huiyu
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi 2017
Témata:
On-line přístup: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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