Mahmoudi, S., & Benkedadra, M. (2025). L’IA au service de la sécurité des chantiers [Paper presentation]. Mobiwall. |
![]() ![]() | 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. doi:10.5220/0013382500003912 ![]() |
Mahmoudi, S., Gloesener, M., & Benkedadra, M. (2025). Edge AI for securing railway stations and construction sites [Paper presentation]. Hannover Messe, Hannover, Germany. |
Benkedadra, M.* , & Mahmoudi, S.*. (2024). InnoTrans [Paper presentation]. Innotrans 2024, Berlin, Germany. * These authors have contributed equally to this work. |
![]() ![]() | 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 ![]() |
Benkedadra, M., & Mahmoudi, S. (22 April 2024). Project Field Worker Protection [Paper presentation]. Hannover Messe, Hannover, Germany. ![]() |
![]() ![]() | BENKEDADRA, M., Mancas, M., & Mahmoudi, S. (2023). Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis. ACM International Conference on Interactive Media Experiences 2023. doi:10.1145/3573381.3597220 ![]() |
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. |
![]() ![]() | 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 ![]() |
Benkedadra, M., & Mahmoudi, S. (2023). InfraSecure : a Danger Detection Solution for Construction Sites [Paper presentation]. Hannover Messe 2023, Hannover, Germany. |
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 ![]() |
![]() ![]() | 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. |
![]() ![]() | 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 ![]() ![]() |