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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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)
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ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data
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Deep Learning Based Architecture Reduction on Camera-Lidar Fusion for Autonomous Vehicles (2022) Conference paper2022 2nd International Conference on Computers and Automation (CompAuto)
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A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification (2022) Conference paperInternational Joint Conference on Neural Networks (IJCNN)