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Coastline recognition method of spaceborne SAR images based on deep learning | Synapse
March 3, 2026
Open Access
Coastline recognition method of spaceborne SAR images based on deep learning
HP
Huafeng Pan
VM
Vladimir Y. Mariano
Key Points
Coastline recognition improves significantly using deep learning methods, indicating higher accuracy.
The use of convolutional neural networks enhances coastline detection in complex SAR images.
Analysis involved extensive image processing to refine deep learning models on SAR datasets.
These advancements support better maritime monitoring, necessitating further validation with diverse datasets.
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Pan et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75b6dc6e9836116a22b94
https://doi.org/https://doi.org/10.1007/s42452-026-08277-x
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