Frédéric Bousefsaf, PhD
Frédéric Bousefsaf, PhD
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Associate Professor
Associate Professor
University of Lorraine
University of Lorraine
LCOMS
7 rue Marconi, 57070 Metz , France
I am an associate professor in the Laboratory of Design, Optimization and Modelling of Systems (LCOMS), which is part of the Université de Lorraine. I lead the ISHM Master (human-machine engineering) since the 2024/2025 academic year.
Before joining the LCOMS, I spent two years (2016 and 2017) as a postdoctoral researcher at the French Alternative Energies and Atomic Energy Commission (CEA LIST, Paris-Saclay, France) and one year (2015) at the Université de Lorraine as a research and teaching assistant.
I received the BSc degree in electronics and computer engineering from Université Henri Poincaré (Nancy, France) in 2008 and the BSc and MSc degrees in cybernetics and computer vision from Université Paul Verlaine (Metz, France) in 2009 and 2011 respectively. I pursued and received the PhD degree in image and signal processing from Université de Lorraine in 2014 under supervision of Pr. Alain Pruski and Pr. Choubeila Maaoui.
The results from my research are behind the establishment of i-Virtual. Created by Alain Pruski, the company develops Caducy, an e-health solution for measuring vital parameters from video recordings.
Research areas
Research areas
My research interests include biomedical engineering, affective computing, image processing and artificial intelligence.
Projects
Projects
The main objective consists in developing a technological solution based on virtual reality that allows the collection and identification of various fall risk indicators.
The project focuses on developing a novel deep-learning-based methodology for spatially resolved rPPG imaging from video recordings of tissues.
Selected Publications
Selected Publications
A. Wuyart, L. Abensur Vuillaume, C. Maaoui, F. Bousefsaf
Biomedical Signal Processing and Control (2025)
Y. Ouzar, D. Djeldjli, F. Bousefsaf, C. Maaoui
Computers in Biology and Medicine (2023)
T. Desquins, F. Bousefsaf, A. Pruski, C. Maaoui
Applied Sciences (2022)
H. Belfilali, F. Bousefsaf, M. Messadi
Physical and Engineering Sciences in Medicine (2022)
F. Bousefsaf, T. Desquins, D. Djeldjli, Y. Ouzar, C. Maaoui, A. Pruski
Biomedical Signal Processing and Control (2022)
F. Bousefsaf, D. Djeldjli, Y. Ouzar, C. Maaoui, A. Pruski
Computers in Biology and Medicine (2021)
D. Djeldjli, F. Bousefsaf, C. Maaoui, F. Bereksi-Reguig, A. Pruski
Biomedical Signal Processing and Control (2021)
F. Bousefsaf, M. Tamaazousti, S. Hadj Said, R. Michel
IET Image Processing (2018)
M. Badeche, F. Bousefsaf, A. Moussaoui, M. Benmohammed, A. Pruski
International Journal of Computational Vision and Robotics (2018)
F. Bousefsaf, C. Maaoui, A. Pruski
Journal of Medical and Biological Engineering (2017)
F. Bousefsaf, C. Maaoui, A. Pruski
Bio-Medical Materials and Engineering (2016)
C. Maaoui, F. Bousefsaf, A. Pruski
Journal of Mechanics in Medicine and Biology (2016)
F. Bousefsaf, C. Maaoui, A. Pruski
Computers in Biology and Medicine (2014)
F. Bousefsaf, C. Maaoui, A. Pruski
Biomedical Signal Processing and Control (2013)
Habilitation to supervise research
Habilitation to supervise research
Frédéric Bousefsaf
Defended on June 18th 2025 at the University of Lorraine
PhD Thesis
PhD Thesis
Frédéric Bousefsaf
Defended on November 26th 2014 at the University of Lorraine
Supervisors: Alain Pruski and Choubeila Maaoui
Patents
Patents
F. Bousefsaf, M. Tamaazousti, S. Hadj Said, R. Michel
Application Number: 1659888
Filing Date: 2016/10/13
Publication Date: 2018/04/20
https://patentscope.wipo.int/search/en/detail.jsf?docId=FR215069376
Method for calculating a global descriptor of an image
Method for calculating a global descriptor of an image
F. Bousefsaf, M. Tamaazousti, R. Michel
Application Number: PCT/EP2018/078518
Patent Number: WO/2019/077026
Filing Date: 2018/10/18
Publication Date: 2019/04/25
https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2019077026
Teaching
Teaching
Programming language
Programming language
Visual Basic, C++ and C#
Java and Java for mobile OS (Android)
Python and Matlab
XAML
Software framework and library
Software framework and library
.NET
TensorFlow and Keras
GUI
GUI
Windows Forms and WPF
GUIDE (Matlab)
Resources freely available here. Contact me by email for the password.
Multi-threading
Multi-threading
Threads, Mutex and Semaphores
Resources freely available here. Contact me by email for the password.
Industrial Supervision
Industrial Supervision
Automation
DBs
Supervision
Resources freely available here. Contact me by email for the password.
Image processing
Image processing
Human and Computer Vision
Camera and image sensor basics
Color spaces
2D Fourier Transform and Watershed
Local Binary Patterns
Resources freely available here. Contact me by email for the password.
Modeling and prediction of human behavior
Modeling and prediction of human behavior
Physiology
Facial Expression Recognition
Affective Computing
Resources freely available here. Contact me by email for the password.
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