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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International Conference on Time Series and Forecasting (ITISE)
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Real-time road detection implementation of UNet architecture for autonomous driving (2022) Conference paper2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)
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Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
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BioMed Research International
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Ensemble clustering for histopathological images segmentation using convolutional autoencoders (2022) Conference paperInternational Conference on Computer Vision Theory and Applications (VISAPP)