Yassine Ouzar
Currently, I am a Postdoctoral Researcher at CRIStAL Lab , Centrale Lille , specializing in the advancement of AI-based solutions for clinical decision support systems.
My research interests extend to computer vision and machine learning for multimodal affective state recognition and remote vital signs measurement.
Before joining CRIStAL Lab , i successfully completed my academic journey with a PhD in Computer Engineering, Automatic Control, and Signal/Image Processing at LCOMS Lab , University of Lorraine (UL) . During this enriching experience, I had the privilege of being mentored by Professor Choubeila Maaoui and working collaboratively with Dr. Frédéric Bousefsaf .
I am passionate about the intersection of Artificial intelligence and healthcare, and I am dedicated to making a significant impact in the field through my research and innovation.
Email  / 
CV  / 
Google Scholar  / 
Researchgate  / 
Linkedin
|
|
![lorraine_logo](univ_lorraine.png) |
LCOMS Lab
|
ATER |
(Oct 2022- Aug 2023) |
![etis_logo](etis.png) |
Neuro Research Team
|
Research Intern |
(Apr- Sep 2019) |
![leog_logo](leog.png) |
Embedded Systems Team
|
Research Intern |
(Jan- Jun 2018) |
|
X-iPPGNet: A novel one stage deep learning architecture based on depthwise separable convolutions for video-based pulse rate estimation
Yassine Ouzar,
Djameleddine Djeldjli,
Frédéric Bousefsaf,
Choubeila Maaoui
Computer in Biology and Medecine
pdf
|
|
Multimodal stress state detection from facial videos using physiological signals and facial features
Yassine Ouzar,
Lynda Lagha,
Frédéric Bousefsaf,
Choubeila Maaoui
Proceedings of the IEEE/CVF International Conference on Pattern Recognition Workshop, 2022
pdf
|
|
Video-based multimodal spontaneous emotion recognition using facial expressions and physiological signals
Yassine Ouzar,
Frédéric Bousefsaf,
Djameleddine Djeldjli,
Choubeila Maaoui
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop, 2022
pdf
|
|
LCOMS Lab's Approach to the Vision for Vitals (V4V) Challenge
Yassine Ouzar,
Frédéric Bousefsaf,
Djameleddine Djeldjli,
Choubeila Maaoui
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshop, 2021
pdf
|
|
Estimation of blood pressure waveform from facial video using a deep U-shaped network and the wavelet representation of imaging photoplethysmographic signals
Frédéric Bousefsaf,
Théo Desquins,
Djameleddine Djeldjli,
Yassine Ouzar,
Choubeila Maaoui,
Alain Pruski
Biomedical Signal Processing and Control (BSPC 2021)
pdf
|
|
iPPG 2 cPPG: reconstructing contact from imaging photoplethysmographic signals using U-Net architectures
Frédéric Bousefsaf,
Djameleddine Djeldjli,
Yassine Ouzar,
Choubeila Maaoui,
Alain Pruski
Computers in Biology and Medicine (CBM 2022)
pdf
|
M2 MIAS Centrale Lille : Explainable AI
M2 MIAS Centrale Lille : Incertainty Management
M2 E3A UFR SciFA - Metz : Internet of Things
M1 E3A UFR SciFA - Metz : Machine Learning
M1 E3A UFR SciFA - Metz : Oriented Object Programming
M1 E3A UFR SciFA - Metz : Web Developement
M1 E3A UFR SciFA - Metz : Computer Network
M1 E3A UFR SciFA - Metz : UNIX
L3 E3A UFR SciFA - Metz : Graphical User Interface
L1 SPI UFR SciFA - Metz : Digital Electronics
L1 SPI UFR SciFA - Metz : Algorithms and Programming
|
|