Frédéric Bousefsaf

According to our database, Frédéric Bousefsaf authored at least 15 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

X-iPPGNet: A novel one stage deep learning architecture based on depthwise separable convolutions for video-based pulse rate estimation.

Yassine Ouzar, Djamaleddine Djeldjli, Frédéric Bousefsaf, Choubeila Maaoui

Comput. Biol. Medicine, March, 2023

Blood Pressure Assessment from Contact Photoplethysmographic Signals Using a Combination of Deep Convolutional and Recurrent Neural Networks.

Yanis Masdoua, Melissa Lounici, Frédéric Bousefsaf, Feriel Abalache, Choubeila Maaoui, Alain Pruski

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

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, Djamaleddine Djeldjli, Yassine Ouzar, Choubeila Maaoui, Alain Pruski

Biomed. Signal Process. Control., 2022

Multimodal Stress State Detection from Facial Videos Using Physiological Signals and Facial Features.

Yassine Ouzar, Lynda Lagha, Frédéric Bousefsaf, Choubeila Maaoui

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Video-based multimodal spontaneous emotion recognition using facial expressions and physiological signals.

Yassine Ouzar, Frédéric Bousefsaf, Djamaleddine Djeldjli, Choubeila Maaoui

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

iPPG 2 cPPG: Reconstructing contact from imaging photoplethysmographic signals using U-Net architectures.

Frédéric Bousefsaf, Djamaleddine Djeldjli, Yassine Ouzar, Choubeila Maaoui, Alain Pruski

Comput. Biol. Medicine, 2021

Remote estimation of pulse wave features related to arterial stiffness and blood pressure using a camera.

Djamaleddine Djeldjli, Frédéric Bousefsaf, Choubeila Maaoui, Fethi Bereksi-Reguig, Alain Pruski

Biomed. Signal Process. Control., 2021

LCOMS Lab's approach to the Vision For Vitals (V4V) Challenge.

Yassine Ouzar, Djamaleddine Djeldjli, Frédéric Bousefsaf, Choubeila Maaoui

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2019

Imaging Photoplethysmography: Signal Waveform Analysis.

Djamaleddine Djeldjli, Frédéric Bousefsaf, Choubeila Maaoui, Fethi Bereksi-Reguig

Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

2018

An automatic natural feature selection system for indoor tracking - application to Alzheimer patient support.

Mohamed Badeche, Frédéric Bousefsaf, Abdelhak Moussaoui, Mohamed Benmohammed, Alain Pruski

Int. J. Comput. Vis. Robotics, 2018

Image completion using multispectral imaging.

Frédéric Bousefsaf, Mohamed Tamaazousti, Souheil Hadj Said, Rémi Michel

IET Image Process., 2018

2014

Remote detection of mental workload changes using cardiac parameters assessed with a low-cost webcam.

Frédéric Bousefsaf, Choubeila Maaoui, Alain Pruski

Comput. Biol. Medicine, 2014

Remote assessment of physiological parameters by non-contact technologies to quantify and detect mental stress states.

Frédéric Bousefsaf, Choubeila Maaoui, Alain Pruski

Proceedings of the International Conference on Control, 2014

2013

Continuous wavelet filtering on webcam photoplethysmographic signals to remotely assess the instantaneous heart rate.

Frédéric Bousefsaf, Choubeila Maaoui, Alain Pruski

Biomed. Signal Process. Control., 2013

Remote assessment of the heart rate variability to detect mental stress.

Frédéric Bousefsaf, Choubeila Maaoui, Alain Pruski

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013