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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2024 27th International Conference on Information Fusion (FUSION)
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Fusion 2024
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A Supervised Variational Auto-encoder for Human Motion Generation Using Convolutional Neural Networks (2024) Conference paperInternational Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)
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A Medical Low-Back Pain Physical Rehabilitation Dataset for Human Body Movement Analysis (2024) Conference paperIJCNN 2024: International Joint Conference on Neural Networks
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Finding Foundation Models for Time Series Classification with a PreText Task (2024) Conference paperPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) - International Workshop on Temporal Analytics