Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information

no code implementations • 13 Apr 2022 • Emna Amri, Hermann Courteille, A Benoit, Philippe Bolon, Dominique Dubucq, Gilles Poulain, Anthony Credoz

The main results of this study show the effectiveness of slick detection by deep learning approaches, in particular FC-DenseNet, which captures more than 92% of oil instances in our test set.

Instance Segmentation Semantic Segmentation