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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Recognition of Activities of Daily Living via Hierarchical Long-Short Term Memory Networks (2019) Conference paperSMC 2019 : IEEE International Conference on Systems, Man, and Cybernetics
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Generating Shared Latent Variables for Robots to Imitate Human Movements and Understand their Physical Limitations (2018) Conference paperIEEE ECCV Workshop on Transferring and Adapting Source Knowledge in Computer Vision (TASK-CV)
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Robots, de nouveaux partenaires de soins psychiques
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A co-design approach for a rehabilitation robot coach for physical rehabilitation based on the error classification of motion errors (2018) Conference paperIRC 2018 : Second IEEE International Conference on Robotic Computing