Transfer Learning with Deep Convolutional Neural Network for SAR Target Classification with Limited Labeled Data

@article{Huang2017TransferLW,
  title={Transfer Learning with Deep Convolutional Neural Network for SAR Target Classification with Limited Labeled Data},
  author={Zhongling Huang and Zongxu Pan and Bin Lei},
  journal={Remote Sensing},
  year={2017},
  volume={9},
  pages={907}
}
Tremendous progress has been made in object recognition with deep convolutional neural networks (CNNs), thanks to the availability of large-scale annotated dataset. With the ability of learning highly hierarchical image feature extractors, deep CNNs are also expected to solve the Synthetic Aperture Radar (SAR) target classification problems. However, the limited labeled SAR target data becomes a handicap to train a deep CNN. To solve this problem, we propose a transfer learning based method… CONTINUE READING
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