A Multiscale Dual Attention Network for the Automatic Classification of Polar Sea Ice and Open Water Based on Sentinel-1 SAR Images
Zheng Zhang,
Guangbo Deng,
Chuyao Luo
et al.
Abstract:Automatic classification of sea ice and open water plays a vital role in climate change research, polar shipping, and other applications. Many deep learning-based methods are proposed to automatically classify sea ice and open water to address this issue. Even though these methods have achieved remarkable success, the noise phenomenon in SAR images still causes considerable limitations in the model performance.Meanwhile, these existing methods ignore multi-scale global information from large-scale SAR images w… Show more
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