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Frédéric Bousefsaf

32
Documents

Presentation

I am an associate professor in the Laboratory of Design, Optimization and Modelling of Systems (LCOMS), which is part of Université de Lorraine. 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.

Publications

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A Survey of Photoplethysmography and Imaging Photoplethysmography Quality Assessment Methods

Théo Desquins , Frédéric Bousefsaf , Alain Pruski , Choubeila Maaoui
Applied Sciences, 2022, 12 (19), pp.9582. ⟨10.3390/app12199582⟩
Journal articles hal-03790751v1
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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 , Choubeila Maaoui , Alain Pruski et al.
Biomedical Signal Processing and Control, 2022, 78, pp.103895. ⟨10.1016/j.bspc.2022.103895⟩
Journal articles hal-03790758v1

Left ventricle analysis in echocardiographic images using transfer learning

Hafida Belfilali , Frédéric Bousefsaf , Mahammed Messadi
Australasian Physical and Engineering Sciences in Medicine, 2022, 45, pp.1123-1138. ⟨10.1007/s13246-022-01179-3⟩
Journal articles hal-03790749v1
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iPPG 2 cPPG: Reconstructing contact from imaging photoplethysmographic signals using U-Net architectures

Frédéric Bousefsaf , Djamaleddine Djeldjli , Yassine Ouzar , Choubeila Maaoui , Alain Pruski et al.
Computers in Biology and Medicine, 2021, 138, pp.104860. ⟨10.1016/j.compbiomed.2021.104860⟩
Journal articles hal-03352099v1
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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 et al.
Biomedical Signal Processing and Control, 2021, 64 (20), pp.102242. ⟨10.1016/j.bspc.2020.102242⟩
Journal articles hal-03145373v1
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3D Convolutional Neural Networks for Remote Pulse Rate Measurement and Mapping from Facial Video

Frédéric Bousefsaf , Alain Pruski , Choubeila Maaoui
Applied Sciences, 2019, 9 (20), pp.4364. ⟨10.3390/app9204364⟩
Journal articles hal-02930161v1
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An automatic natural feature selection system for indoor tracking - application to Alzheimer patient support

Mohamed Badeche , Frédéric Bousefsaf , Abdelhak Moussaoui , Mohamed Benmohammed , Alain Pruski et al.
International Journal of Computational Vision and Robotics, 2018, 8 (2), pp.201. ⟨10.1504/IJCVR.2018.091982⟩
Journal articles hal-02931121v1
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Remote sensing of vital signs and biomedical parameters: A review

Frédéric Bousefsaf , Choubeila Maaoui , Alain Pruski
Modelling, measurement and control C, 2018, 79 (4), pp.173-178. ⟨10.18280/mmc_c.790404⟩
Journal articles hal-03790766v1

Image completion using multispectral imaging

Frédéric Bousefsaf , Mohamed Tamaazousti , Souheil Hadj Said , Rémi Michel
IET Image Processing, 2018, 12 (7), pp.1164 - 1174. ⟨10.1049/iet-ipr.2017.1203⟩
Journal articles cea-01836229v1

Complétion d'image exploitant des données multispectrales

Frederic Bousefsaf , Mohamed Tamaazousti , Souheil Hadj Said , Rémi Michel
Revue Française de Photogrammétrie et de Télédétection, 2017, 215, pp.65-79
Journal articles hal-01850278v1
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Automatic Selection of Webcam Photoplethysmographic Pixels Based on Lightness Criteria Photoplethysmographic Pixels Selection Based on Lightness Segmentation

Frédéric Bousefsaf , Choubeila Maaoui , Alain Pruski
Journal of Medical and Biological Engineering, 2017, 37 (3), pp.374-385. ⟨10.1007/s40846-017-0229-1⟩
Journal articles hal-03147674v1
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Automatic human stress detection based on webcam photoplethysmographic signals

Choubeila Maaoui , Frédéric Bousefsaf , Alain Pruski
Journal of Mechanics in Medicine and Biology, 2016, 16 (04), pp.1650039. ⟨10.1142/S0219519416500391⟩
Journal articles hal-01783593v1
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Peripheral vasomotor activity assessment using a continuous wavelet analysis on webcam photoplethysmographic signals

Frédéric Bousefsaf , Choubeila Maaoui , Alain Pruski
Bio-Medical Materials and Engineering, 2016, 27 (5), pp.527-538. ⟨10.3233/BME-161606⟩
Journal articles hal-02931127v1
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Assessment of physiological parameters by non-contact means to quantify mental stress states

Frederic Bousefsaf , Choubeila Maaoui , Alain Pruski
AMSE, Journal of the Association for the Advancement of Modelling and Simulation Techniques in Enterprises, 2014
Journal articles hal-01345311v1
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Remote detection of mental workload changes using cardiac parameters assessed with a low-cost webcam

Frederic Bousefsaf , Choubeila Maaoui , Alain Pruski
Computers in Biology and Medicine, 2014, 53, pp.154-163. ⟨10.1016/j.compbiomed.2014.07.014⟩
Journal articles hal-01323846v1
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Continuous wavelet filtering on webcam photoplethysmographic signals to remotely assess the instantaneous heart rate

Frederic Bousefsaf , Choubeila Maaoui , Alain Pruski
Biomedical Signal Processing and Control, 2013, 8 (6), pp.568-574. ⟨10.1016/j.bspc.2013.05.010⟩
Journal articles hal-01323841v1
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Interagir avec l’ordinateur en utilisant les gestes de la main . Application à la stimulation physique et cognitive sur les séniors

Frédéric Bousefsaf , S. Atarodi , Alain Pruski , Anna-Maria Berardi
Sciences et Technologies pour le Handicap, 2013, 5 (1), pp.25-41
Journal articles hal-01346727v1
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Estimation sans contact de la tension artérielle par intelligence artificielle

Frédéric Bousefsaf , Théo Desquins , Djamaleddine Djeldjli , Yassine Ouzar , Choubeila Maaoui et al.
Handicap 2022, Jun 2022, Paris, France
Conference papers hal-03790827v1
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Transformée en ondelettes et IA pour la reconstruction d'un signal PPG en contact à partir de sa version sans contact

Frédéric Bousefsaf , Djamaleddine Djeldjli , Choubeila Maaoui , Alain Pruski
XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI’22), Nov 2022, Nancy, France
Conference papers hal-03790836v1
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Video-based multimodal spontaneous emotion recognition using facial expressions and physiological signals

Yassine Ouzar , Frédéric Bousefsaf , Djamaleddine Djeldjli , Choubeila Maaoui
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2022, New Orleans, United States. pp.2459-2468, ⟨10.1109/CVPRW56347.2022.00275⟩
Conference papers hal-03790802v1
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LCOMS Lab's approach to the Vision For Vitals (V4V) Challenge

Yassine Ouzar , Djamaleddine Djeldjli , Frédéric Bousefsaf , Choubeila Maaoui
International Conference on Computer Vision (ICCV) Workshops, Oct 2021, -, France
Conference papers hal-03374480v1
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Mesure sans contact de la fréquence par caméra basée sur l'apprentissage profond

Yassine Ouzar , Frédéric Bousefsaf , Choubeila Maaoui
Colloque Jeunes Chercheurs IFRATH, Oct 2021, Paris, France
Conference papers hal-03790850v1
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Mesure déportée de signaux physiologiques Vers une estimation de la pression sanguine par caméra

Frédéric Bousefsaf , Djamaleddine Djeldjli , Choubeila Maaoui , Alain Pruski , Fethi Bereksi-Reguig et al.
Handicap 2020, Nov 2020, Paris, France
Conference papers hal-03790815v1
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Imaging Photoplethysmography: Signal Waveform Analysis

Djamaleddine Djeldjli , Frédéric Bousefsaf , Choubeila Maaoui , Fethi Bereksi-Reguig
2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Sep 2019, Metz, France. pp.830-834, ⟨10.1109/IDAACS.2019.8924239⟩
Conference papers hal-03352098v1
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Mesures sans contact de fonctions vitales : vers une évaluation multisite de l'activité cardiovasculaire

Frédéric Bousefsaf , Choubeila Maaoui , Alain Pruski
Handicap 2018, IFRATH, Jun 2018, Paris, France
Conference papers hal-03790873v1
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Mesure de signaux physiologiques et estimation du niveau de stress en utilisant des technologies sans contact : résumé des travaux issus de la recherche doctorale et postdoctorale

Frédéric Bousefsaf
Colloque Jeunes Chercheurs IFRATH, 2015, Paris, France
Conference papers hal-03790881v1
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Remote assessment of physiological parameters by non-contact technologies to quantify and detect mental stress states

Frederic Bousefsaf , Choubeila Maaoui , Alain Pruski
2014 INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT), 2014, Unknown, Unknown Region. pp.719-723
Conference papers hal-01323836v1
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Quantification de l'activité mentale à partir d'une webcam en utilisant les amplitudes du flux sanguin et la variabilité de la fréquence cardiaque

Frédéric Bousefsaf , Choubeila Maaoui , Alain Pruski
Handicap 2014 8 ème Edition Paris, 11-13 juin 2014 « Les technologies d’assistance : de la compensation à l’autonomie », Institut Fédératif de Recherche sur les Aides Techniques pour le Handicap (IFRATH), Jun 2014, Paris, France
Conference papers hal-01385553v1
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Reconnaissance hors-contact du stress mental en utilisant la variabilité cardiaque

Frédéric Bousefsaf , Choubeila Maaoui , Alain Pruski
Colloque Jeunes Chercheurs, Jeunes Chercheuses IFRATH, 2013, Paris, France
Conference papers hal-03790882v1
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Remote assessment of the Heart Rate Variability to detect mental stress

Frédéric Bousefsaf , Choubeila Maaoui , Alain Pruski
1st Workshop on ICTs for improving Patients Rehabilitation Research Techniques (REHAB 2013), May 2013, Venise, Italy
Conference papers hal-01379403v1
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Utilisation du geste avec l'ordinateur chez les séniors : intérêts et perspectives

Frédéric Bousefsaf , S. Atarodi , Alain Pruski
Handicap 2012, 2012, Paris, France
Conference papers hal-03790916v1