Emna AMRI University lecturer

Identifiants chercheurs

IdHAL :

emna-amri

ORCID :

0000-0003-3173-1642

Présentation

As a computer vision Ph.D., I'm passionate about using technology to solve real-world problems. I enjoy diving into research projects and find joy in teaching and helping others explore the world of technology.

Publications

Article dans une revue (2)

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 Bolonet al. Remote Sensing, 2022, 14 (15), pp.3565. ⟨10.3390/rs14153565⟩ Article dans une revue hal-03763674v1
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 Minchewet al. IEEE Transactions on Geoscience and Remote Sensing, 2018, pp.1-21. ⟨10.1109/TGRS.2018.2803216⟩ Article dans une revue hal-01829402v1

Communication dans un congrès (3)

Explainability of Image Semantic Segmentation Through SHAP Values Pierre Dardouillet,Alexandre Benoit,Emna Amri,Philippe Bolon,Dominique Dubucqet al. 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
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information Emna Amri,Hermann Courteille,A Benoit,Philippe Bolon,Dominique Dubucqet al. 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
Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model Emna Amri,Alexandre Benoit,Philippe Bolon,Véronique Migebielle,Bruno Concheet al. 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

Chapitre d'ouvrage (1)

Deep learning for semantic segmentation Alexandre Benoit,Badih Ghattas,Emna Amri,Joris Fournel,Patrick Lambert Benois-Pineau, Jenny; Zemmari, Akka. Multi-faceted Deep Learning, Springer International Publishing, pp.39-72, 2021, 978-3-030-74478-6. ⟨10.1007/978-3-030-74478-6_3⟩ Chapitre d'ouvrage hal-03192900v1