معرفی
Luc Brun is a Professor at ENSICAEN (Engineering school of University of Caen Normandy), affiliated with the Image team at GREYC research laboratory. His research spans multiple domains in Computer Science with focus on Image Processing, Graph Theory, and Machine Learning.
- Key research areas: Color image quantization, Combinatorial pyramids, Graph edit distance, Graph kernels, Chemoinformatics, Sleep stage classification
- Academic contributions: 15+ years of teaching in ENSICAEN's Image major, supervision of 13 PhD students
His recent publications focus on graph neural networks for biomedical applications (2024-2025), with innovative approaches to SPD matrix processing and graph pooling. Earlier work established foundational methods in color image segmentation (2000-2003) and combinatorial map representations (1999-2003).
Scientific awards and honors:
- Co-inventor of audio fingerprinting technology (2006 patent)
- Key contributor to combinatorial pyramid frameworks
- Developer of segmentation software DesCartes
- Active participant in IAPR-TC15 committee
Supervised researchers now hold positions across academia (Assistant Professor at University of Salerno, Post-doc at Baclesse Hospital) and industry (Research Engineer at NeuroRx, Ingénieur at IT Link). Current projects include differentiable graph edit distance and time-frequency EEG analysis for sleep monitoring.
