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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3D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold (2015) ArticleIEEE Transactions on Cybernetics
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Combined Shape Analysis of Human Poses and Motion Units for Action Segmentation and Recognition (2015) Conference paperInternational Workshop on Understanding Human Activities through 3D Sensors (UHA3DS'15) hosted by IEEE International Conference on Automatic Face and Gesture Recognition
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Reconnaissance d’actions humaines 3D par l’analyse de forme des trajectoires de mouvement. (2014) Conference paperCompression et Représentation des Signaux Audiovisuels (CORESA)
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ICIAP Workshop on Social Behaviour Analysis