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Deep learning techniques for enhanced sea-ice types classification in the Beaufort Sea via SAR imagery 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2024, 卷号: 308, 页码: 19
作者:  Huang, Yan;  Ren, Yibin;  Li, Xiaofeng
收藏  |  浏览/下载：44/0  |  提交时间：2024/08/29
Synthetic aperture radar (SAR)  Sea ice classification  Deep learning  Beaufort sea  
Fine Resolution Classification of New Ice, Young Ice, and First-Year Ice Based on Feature Selection from Gaofen-3 Quad-Polarization SAR 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9, 页码: 22
作者:  Yang, Kun;  Li, Haiyan;  Perrie, William;  Scharien, Randall Kenneth;  Wu, Jin;  Zhang, Menghao;  Xu, Fan
收藏  |  浏览/下载：164/0  |  提交时间：2023/12/13
fine sea ice classification  random forest classifier  polarization SAR  Gaofen-3  feature selection  
Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:  Ren, Yibin;  Li, Xiaofeng;  Yang, Xiaofeng;  Xu, Huan
Adobe PDF(8369Kb)  |  收藏  |  浏览/下载：298/0  |  提交时间：2022/02/18
Sea ice  Radar polarimetry  Feature extraction  Decoding  Oceans  Kernel  Image segmentation  Dual-attention  sea ice and open water classification  synthetic aperture radar (SAR) image  U-Net