Associate Professor • HDR
Department & Team
Computer Science
MSD
Contact:
Nous écrire
Téléphone
ENSISA, bâtiment I, bureau 3.37
Personal page
Areas of Expertise
data science, computer vision, pattern recognition, machine learning, time series, human motion, deep learning
Description
I am an Associate Professor (with habilitation) of Computer Science at Université Haute-Alsace and IRIMAS Laboratory (MSD team). My research interests are mainly focused on machine learning and computer vision through the analysis of time series, human body motion, medical images and 3D videos. I work on various application fields like medicine, robotics, ambient assisted living and autonomous vehicles.
Publications
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Perception multimodale de l'environnement basée sur l'apprentissage profond évidentiel pour les véhicules intelligents (2023) Conference paperORASIS 2023
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Développement d'algorithmes d'intelligence artificielle pour du mapping vidéo sur une scène de théâtre (2023) Conference paperDrôles d'objets 2023
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International Conference on Agents and Artificial Intelligence (ICAART)
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Decision Based on Belief Interval for Multi-class Obstacle Perception of Self-driving Cars (2023) ArticleAdvances and Applications of DSmT for Information Fusion
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Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters (2022) Conference paperIEEE International Conference on Big Data (Big Data)