From algorithms
to deployed systems
Our research spans three core domains, each driven by real-world partnerships and deployed platforms.
Deep learning for medical imaging (brain tumors, MRI segmentation, mammography), infrastructure inspection, and remote sensing. From explainable AI to federated learning for privacy-preserving models.
Cloud-based platforms integrating IoT sensors, satellite imagery, and weather data for precision agriculture. Our WalleSmart platform is deployed across Wallonia for dairy and crop management.
Cybersecurity for IoT and smart city infrastructures, secure federated learning with homomorphic encryption, and scalable data architectures for real-time processing.