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Fatima Ezzahra Benkirane

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Books and Theses

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2024
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Fatima Ezzahra Benkirane:
Integration of contextual knowledge in deep Learning modeling for vision-based scene analysis. (Intégration de connaissances contextuelles dans des modèles à base d'apprentissage profond pour l'analyse de données visuelles). University of Burgundy - Franche-Comté, 2024

Journal Articles

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2024
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Fatima Ezzahra Benkirane, Nathan Crombez, Vincent Hilaire, Yassine Ruichek:
Hybrid AI for panoptic segmentation: An informed deep learning approach with integration of prior spatial relationships knowledge. Comput. Vis. Image Underst. 240: 103909 (2024)
2023
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Fatima Ezzahra Benkirane, Nathan Crombez, Yassine Ruichek, Vincent Hilaire:
Integration of ontology reasoning-based monocular cues in deep learning modeling for single image depth estimation in urban driving scenarios. Knowl. Based Syst. 260: 110184 (2023)

Conference and Workshop Papers

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2022
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Fatima Ezzahra Benkirane, Nathan Crombez, Vincent Hilaire, Yassine Ruichek:
Depth Estimation Using Deep Learning Guided By Ontology Reasoning-Based Monocular Cues. IECON 2022: 1-6

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