Maxime Gloesener

Biography

I am a PhD student at the ILIA department of the University of Mons (UMONS), supervised by Prof. Sidi Ahmed Mahmoudi. I hold a Master's degree in Computer Science with a specialization in Artificial Intelligence from UMONS (2024). My PhD, carried out with defence partners, develops smart armor systems that detect and analyse ballistic impacts in real time.

Thesis

Smart Armor: AI-Powered Real-Time Impact Detection and Threat Characterization in Composite Armor Systems

ABSTRACT :

My PhD develops a smart armor plate that analyses the impacts it receives. Accelerometers mounted on the plate record the waves that each impact sends through the metal, and an acquisition system designed in-house samples them at high speed. From these signals, the system finds where the plate was hit, identifies the threat (calibre, energy, angle of incidence) and assesses whether the plate still protects.

The work covers the whole chain, from the sensors and the electronics to the embedded acquisition system, the signal processing and the machine learning models. Everything is tested during live-fire campaigns with real ammunition, in collaboration with defence partners including the Royal Military Academy.


KEYWORDS : Structural Health Monitoring, Impact Localisation, Ballistics, Piezoelectric Sensors, Embedded Systems, Signal Processing, Machine Learning

Advisors

Sidi Ahmed Mahmoudi

Multimodal and Explainable AI

Check Profile
Publications
Edge AI System for Real-Time and Explainable Forest Fire Detection Using Compressed Deep Learning Models

Proc. Copyr 847, 854, 2025

Access publication
From Unity Simulation to Diffusion-Based Augmentation: Quantifying Dataset Balance for Robust Object Detection

Proceedings of the 2025 8th International Conference on Computational …, 2025

Access publication