Benoît Macq

Benoît Macq is a distinguished professor at the ICTEAM Institute, Université catholique de Louvain, Belgium. With over 350 publications spanning 1990–2025, his work bridges signal processing, medical imaging, machine learning, and data security.

• Key collaborators:
  • Christophe De Vleeschouwer
  • Simon K. Warfield
  • Jean-François Delaigle
  • Mathieu De Craene

Research interests include:

• Adaptive algorithms for real-time model deployment and domain adaptation
• 3D reconstruction and medical image segmentation for radiation therapy
• Security in blockchain-based distributed learning systems
• Transformers for EEG classification and proton radiography

Recent publications focus on foundation models in cytology and remote sensing, holonic multi-agent systems for VR, and secure codestreams for UAV object detection. His work emphasizes scalable architectures and privacy-preserving techniques in dynamic environments.

• Advising:
  • Dani Manjah
  • Antoine Aspeel
  • Maxime Zanella