A new approach to 3-D modeling of objects with axial symmetry. - Ryad Chellali; Vincent Frémont; Choubeila Maaoui (IEEE Trans. Ind. Electron., 2003)

The Desargues theorem to build matching graph for N images. - Ryad Chellali; Choubeila Maaoui; Jean-Guy Fontaine (RAM, 2004)

Object Recognition Using Local Characterisation and Zernike Moments. - Anant Choksuriwong; Hélène Laurent; Christophe Rosenberger; Choubeila Maaoui (ACIVS, 2005)

2D color shape recognition using Zernike moments. - Choubeila Maaoui; Hélène Laurent; Christophe Rosenberger (ICIP (3), 2005)

Desargues theorem for augmented reality applications. - Choubeila Maaoui; Ryad Chellali; Jean-Guy Fontaine (IROS, 2005)

Emotion recognition for human-machine communication. - Choubeila Maaoui; Alain Pruski; Faiza Abdat (IROS, 2008)

Real time facial feature points tracking with Pyramidal Lucas-Kanade algorithm. - Faiza Abdat; Choubeila Maaoui; Alain Pruski (RO-MAN, 2008)

Bimodal System for Emotion Recognition from Facial Expressions and Physiological Signals Using Feature-Level Fusion. - Faiza Abdat; Choubeila Maaoui; Alain Pruski (EMS, 2011)

Human-Computer Interaction Using Emotion Recognition from Facial Expression. - Faiza Abdat; Choubeila Maaoui; Alain Pruski (EMS, 2011)

Remote assessment of the heart rate variability to detect mental stress. - Frédéric Bousefsaf; Choubeila Maaoui; Alain Pruski (PervasiveHealth, 2013)

Short-Term Anxiety Recognition Induced by Virtual Reality Exposure for Phobic People. - Wahida Handouzi; Choubeila Maaoui; Alain Pruski; Abdelhak Moussaoui; Yamina Bendiouis (SMC, 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)

Short-term anxiety recognition from blood volume pulse signal. - Wahida Handouzi; Choubeila Maaoui; Alain Pruski; Abdelhak Moussaoui (SSD, 2014)

Remote assessment of physiological parameters by non-contact technologies to quantify and detect mental stress states. - Frédéric Bousefsaf; Choubeila Maaoui; Alain Pruski (CoDIT, 2014)

Negative emotion detection using EMG signal. - Khadidja Gouizi; Choubeila Maaoui; Fethi Bereksi-Reguig (CoDIT, 2014)

Objective model assessment for short-term anxiety recognition from blood volume pulse signal. - Wahida Handouzi; Choubeila Maaoui; Alain Pruski; Abdelhak Moussaoui (Biomed. Signal Process. Control., 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)

Multiresolution framework for emotion sensing in physiological signals. - Zied Guendil; Zied Lachiri; Choubeila Maaoui; Alain Pruski (ATSIP, 2016)

Wavelet transform based facial feature points detection. - Choubeila Maaoui; Faiza Abdat; Alain Pruski (SDD, 2017)

Computational framework for emotional VAD prediction using regularized Extreme Learning Machine. - Zied Guendil; Zied Lachiri; Choubeila Maaoui (Int. J. Multim. Inf. Retr., 2017)

Unsupervised stress detection from remote physiological signal. - Choubeila Maaoui; Alain Pruski (ICIT, 2018)

Robust heart activity measurement using webcam. - Djamaleddine Djeldjli; Choubeila Maaoui; Fethi Bereksi-Reguig (ICCAD, 2019)

Prediction of Surrounding Vehicles Lane Change Intention Using Machine Learning. - Abdelmoudjib Benterki; Moussa Boukhnifer; Vincent Judalet; Choubeila Maaoui (IDAACS, 2019)

Imaging Photoplethysmography: Signal Waveform Analysis. - Djamaleddine Djeldjli; Frédéric Bousefsaf; Choubeila Maaoui; Fethi Bereksi-Reguig (IDAACS, 2019)

Long-Term Prediction of Vehicle Trajectory Using Recurrent Neural Networks. - Abdelmoudjib Benterki; Vincent Judalet; Choubeila Maaoui; Moussa Boukhnifer (IECON, 2019)

Multi-Model and Learning-Based Framework for Real-Time Trajectory Prediction. - Abdelmoudjib Benterki; Vincent Judalet; Choubeila Maaoui; Moussa Boukhnifer (MED, 2020)

Artificial Intelligence for Vehicle Behavior Anticipation: Hybrid Approach Based on Maneuver Classification and Trajectory Prediction. - Abdelmoudjib Benterki; Moussa Boukhnifer; Vincent Judalet; Choubeila Maaoui (IEEE Access, 2020)

LCOMS Lab's approach to the Vision For Vitals (V4V) Challenge. - Yassine Ouzar; Djamaleddine Djeldjli; Frédéric Bousefsaf; Choubeila Maaoui (ICCVW, 2021)

Driving Intention Prediction and State Recognition on Highway. - Abdelmoudjib Benterki; Moussa Boukhnifer; Vincent Judalet; Choubeila Maaoui (MED, 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)

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)

A robust photoplethysmographic imaging for contactless heart and respiratory rates measurement using a simple webcam. - Djamaleddine Djeldjli; Fethi Bereksi-Reguig; Choubeila Maaoui (Int. J. Medical Eng. Informatics, 2021)

Video-based multimodal spontaneous emotion recognition using facial expressions and physiological signals. - Yassine Ouzar; Frédéric Bousefsaf; Djamaleddine Djeldjli; Choubeila Maaoui (CVPR Workshops, 2022)

Multimodal Stress State Detection from Facial Videos Using Physiological Signals and Facial Features. - Yassine Ouzar; Lynda Lagha; Frédéric Bousefsaf; Choubeila Maaoui (ICPR Workshops (4), 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)

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 (CBMS, 2023)

Advances in Emotion Recognition for Driving: A Review of Uni-Modal and Multi-Modal Methods. - Marina Chau; Abdelmoudjib Benterki; Christophe Portaz; Choubeila Maaoui; Moussa Boukhnifer (CoDIT, 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, 2023)

Driver Style Recognition Based on Vehicle Dynamic Data. - Abdelmoudjib Benterki; Choubeila Maaoui; Moussa Boukhnifer; Vincent Judalet (CoDIT, 2024)

A survey of blood oxygen saturation assessment from video. - Alexis Wuyart; Laure Abensur Vuillaume; Choubeila Maaoui; Frédéric Bousefsaf (Biomed. Signal Process. Control., 2025)