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Emna AMRI

6
Documents

Publications

Image document

Offshore Oil Slick Detection: From Photo-Interpreter to Explainable Multi-Modal Deep Learning Models Using SAR Images and Contextual Data

 Emna Amri , Pierre Dardouillet , Alexandre Benoit , Hermann Courteille , Philippe Bolon
Remote Sensing, 2022, 14 (15), pp.3565. ⟨10.3390/rs14153565⟩
Article dans une revue hal-03763674v1
Image document

SAR Imagery for Detecting Sea Surface Slicks: Performance Assessment of Polarization-Dependent Parameters

 Sébastien Angelliaume , Pascale C. Dubois-Fernandez , Cathleen E. Jones , Benjamin Holt , Brent Minchew
IEEE Transactions on Geoscience and Remote Sensing, 2018, pp.1-21. ⟨10.1109/TGRS.2018.2803216⟩
Article dans une revue hal-01829402v1
Image document

Explainability of Image Semantic Segmentation Through SHAP Values

 Pierre Dardouillet , Alexandre Benoit , Emna Amri , Philippe Bolon , Dominique Dubucq
ICPR-XAIE -26TH International Conference on Pattern Recognition 2-nd Workshop on Explainable and Ethical AI, Aug 2022, Montreal, Canada
Communication dans un congrès hal-03719597v2
Image document

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

 Emna Amri , Hermann Courteille , A Benoit , Philippe Bolon , Dominique Dubucq
SPIE Conference on Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions, Sep 2021, Online, Spain. ⟨10.1117/12.2598032⟩
Communication dans un congrès hal-03632099v1
Image document

Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model

 Emna Amri , Alexandre Benoit , Philippe Bolon , Véronique Migebielle , Bruno Conche
2020 IEEE International Joint Conference on Neural Networks (IJCNN), World Congress on Computational Intelligence (WCCI), Jul 2020, Glasgow (virtual), United Kingdom. pp.8, ⟨10.1109/IJCNN48605.2020.9206652⟩
Communication dans un congrès hal-02945431v1

Deep learning for semantic segmentation

 A Benoit , Badih Ghattas , Emna Amri , Joris Fournel , Patrick Lambert
Benois-Pineau, Jenny; Zemmari, Akka. Multi-faceted Deep Learning, , 2021, 978-3-030-74478-6
Chapitre d'ouvrage hal-03192900v1