12 citations
2 papers
cs.CV2022★ 3 cited
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information
Emna Amri, Hermann Courteille, A Benoit +4
Ocean surface monitoring, especially oil slick detection, has become mandatory due to its importance for oil exploration and risk prevention on ecosystems. For years, the detection…
cs.LG2022★ 12 cited
Generating unrepresented proportions of geological facies using Generative Adversarial Networks
Alhasan Abdellatif, Ahmed H. Elsheikh, Gavin Graham +2
In this work, we investigate the capacity of Generative Adversarial Networks (GANs) in interpolating and extrapolating facies proportions in a geological dataset. The new generated…