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Alexandre Benoit

5
Documents
Identifiants chercheurs

Présentation

Currently working on pattern recognition in the context of video sequences and remote sensing images analysis. My activities cover image and video content low level description to high semantic level concepts recognition. Many topics involved, image filtering, visual features extraction, multimodal data fusion & clustering.

Publications

emna-amri
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