Sea Ice–Water Classification of RADARSAT-2 Imagery Based on Residual Neural Networks (ResNet) with Regional Pooling

Sea ice mapping plays an integral role in ship navigation and meteorological modeling in the polar regions. Numerous published studies in sea ice classification using synthetic aperture radar (SAR) have reported high classification rates. However, many of these focus on numerical results based on sa...

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Autors principals:	Mingzhe Jiang, Linlin Xu, David A. Clausi
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2022-06-01
Col·lecció:	Remote Sensing
Matèries:	sea ice classification convolutional neural network (CNN) RADARSAT-2
Accés en línia:	https://www.mdpi.com/2072-4292/14/13/3025
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