Publications
Mohamed BENKEDADRA
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Nombre de publications : 12
2025
Périodiques scientifiques/Article
  • Mahmoudi, S., Gloesener, M., Benkedadra, M., & Lerat, J.-S. (2025). Edge AI System for Real-Time and Explainable Forest Fire Detection Using Compressed Deep Learning Models. "In Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 3", 847-854.
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2024
Colloques et congrès scientifiques/Communication publiée dans un périodique
  • Benkedadra, M., Rimez, D., Godelaine, T., Chidambaram, N., Khosroshahi, H. R., Tellez, H., Mancas, M., Macq, B., & Mahmoudi, S. (2024). CIA: Controllable Image Augmentation Framework Based on Stable Diffusion. "IEEE Access", 600-606. doi:10.1109/mipr62202.2024.00102
Colloques et congrès scientifiques/Communication publiée sur un site web
  • Benkedadra, M., & Mahmoudi, S. (22 April 2024). "Project Field Worker Protection" [Paper presentation]. Hannover Messe, Hannover, Germany.
Allocutions et communications diverses/Allocution et discours
  • Benkedadra, M.* , & Mahmoudi, S.*. (2024). "InnoTrans" [Paper presentation]. Innotrans 2024, Berlin, Germany.
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2023
Périodiques scientifiques/Article
  • Mahmoudi, S., Amel, O., Stassin, S., Liagre, M., Benkedadra, M., & Mancas, M. (May 2023). A Review and Comparative Study of Explainable Deep Learning Models Applied on Action Recognition in Real Time. "Electronics, 12" (9), 2027. doi:10.3390/electronics12092027
Colloques et congrès scientifiques/Communication publiée dans un ouvrage
  • BENKEDADRA, M., Mancas, M., & Mahmoudi, S. (2023). Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis. In "IMX '23: Proceedings of the 2023 ACM International Conference on Interactive Media Experiences". ACM. doi:10.1145/3573381.3597220
  • Manjah, D., Cacciarelli, D., Benkedadra, M., Standaert, B., De Hertaing, G. R., Macq, B., Galland, S., & De Vleeschouwer, C. (2023). Stream-Based Active Distillation for Scalable Model Deployment. In "Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023". IEEE Computer Society. doi:10.1109/CVPRW59228.2023.00528
Allocutions et communications diverses/Conférence donnée hors contexte académique
  • Benkedadra, M., & Mahmoudi, S. (2023). "InfraSecure : a Danger Detection Solution for Construction Sites" [Paper presentation]. Hannover Messe 2023, Hannover, Germany.
Allocutions et communications diverses/Allocution et discours
  • Benkedadra, M., Mahmoudi, S., & Mancas, M. (2023). "MLOps for Edge deployment of a Real Time Danger Detection AI" [Paper presentation]. INFORTECH Day 2023, Mons, Belgium.
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2022
Colloques et congrès scientifiques/Communication poster
  • Benkedadra, M., Mahmoudi, S., & Mancas, M. (30 March 2022). "Real time, Explainable, and Edge Deployable AI for Securing Public Environments and Construction Sites" [Poster presentation]. INFORTECH Day, Mons, Belgium.
  • Benkedadra, M., Mahmoudi, S., & Mancas, M. (30 March 2022). "Real time, Explainable, and Edge Deployable AI for Securing Public Environments and Construction Sites" [Poster presentation]. INFORTECH Day, Mons, Belgium.
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2021
Périodiques scientifiques/Article
  • El Amine Moumene, M., & Benkedadra, M. (02 June 2021). Enhanced Road Lane Detection Facing Sun Glare. "Journal of Mobile Multimedia, 17" (4), 773 - 788. doi:10.13052/jmm1550-4646.17414
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