Emna AMRI

6
Documents
Affiliation actuelle
  • CESI : groupe d’Enseignement Supérieur et de Formation Professionnelle (CESI)
Identifiants chercheurs

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.

Domaines de recherche

Intelligence artificielle [cs.AI] Recherche d'information [cs.IR] Apprentissage [cs.LG] Réseau de neurones [cs.NE]

Compétences

Deep Learning Imagery Analysis Research and Development (R&D) Teaching Object detection

Publications

Publications

Image document

Explainability of Image Semantic Segmentation Through SHAP Values

Pierre Dardouillet , Alexandre Benoit , Emna Amri , Philippe Bolon , Dominique Dubucq et 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-03719597 v2
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 et 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-03632099 v1
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 et 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-02945431 v1

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-03192900 v1