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Adversarial Deep Domain Adaptation for Multi-Band SAR Images Classification

Deep convolutional neural networks (CNNs) have made a breakthrough on supervised SAR images classification. However, SAR imaging is considerably affected by the frequency band. That means a neural network trained on a SAR image set of one band is not suitable for the classification of another band i...

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Guardat en:
Autors principals: Wei Zhang, Yongfeng Zhu, Qiang Fu
Format: Artigo
Idioma:Inglês
Publicat: IEEE 2019-01-01
Col·lecció:IEEE Access
Matèries:
Convolutional neural network(CNN)
domain adaptation
multi-band SAR images classification
adversarial learning
Accés en línia:https://ieeexplore.ieee.org/document/8736260/
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