Parameter setting through design of experiments for the automated delineation of regions of interest. - Redouane Khemmar; Alex Lallement; Ernest Hirsch (EUSIPCO, 2004)

Automated delineation of regions of interest through adaptive segmentation and interpretation of images in view of dimensional evaluation of manufactured parts. - Alex Lallement; Redouane Khemmar; Ernest Hirsch (J. Electronic Imaging, 2004)

Compressed Sensing Face Recognition Method in Heterogeneous Database with Small Sample Size Problem. - Ji-Xin Liu; Redouane Khemmar; Jean-Yves Ertaud; Xavier Savatier (SITIS, 2012)

Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors. - Aditya Raj; Redouane Khemmar; Jean Yves Eratud; Xavier Savatier (CORES, 2013)

Enhancing the Autonomy of Disabled Persons: Assistive Technologies Directed by User Feedback. - Nicolas Ragot; Fadoua Bouzbouz; Redouane Khemmar; Jean-Yves Ertaud; Annemarie M. Kökösy; Ouiddad Labbani-Igbida; Patricia Sajous; Emmnanuel Niyonsaba; Daniel Reguer; Huosheng Hu; Klaus D. McDonald-Maier; Konstantinos Sirlantzis; et al. (EST, 2013)

Intelligent navigation system-based optimization of the energy consumption. - Adnane Cabani; Redouane Khemmar; Jean-Yves Ertaud; Joseph Mouzna (Intelligent Vehicles Symposium, 2015)

Biometrie authentication platform-based multisensor fusion. - Redouane Khemmar; Fabien Bonardi; Jean-Yves Ertaud; Xavier Savatier (EST, 2017)

Real Time Object Detection, Tracking, and Distance and Motion Estimation based on Deep Learning: Application to Smart Mobility. - Zhihao Chen; Redouane Khemmar; Benoit Decoux; Amphani Atahouet; Jean-Yves Ertaud (EST, 2019)

Benchmark of Visual SLAM Algorithms: ORB-SLAM2 vs RTAB-Map. - Nicolas Ragot; Redouane Khemmar; Adithya Pokala; Romain Rossi; Jean-Yves Ertaud (EST, 2019)

A new Evaluation Approach for Deep Learning-based Monocular Depth Estimation Methods. - Antoine Mauri; Redouane Khemmar; Rémi Boutteau; Benoit Decoux; Jean-Yves Ertaud; Madjid Haddad (ITSC, 2020)

Deep Learning for Real-Time 3D Multi-Object Detection, Localisation, and Tracking: Application to Smart Mobility. - Antoine Mauri; Redouane Khemmar; Benoit Decoux; Nicolas Ragot; Romain Rossi; Rim Trabelsi; Rémi Boutteau; Jean-Yves Ertaud; Xavier Savatier (Sensors, 2020)

Real-Time 3D Multi-Object Detection and Localization Based on Deep Learning for Road and Railway Smart Mobility. - Antoine Mauri; Redouane Khemmar; Benoit Decoux; Madjid Haddad; Rémi Boutteau (J. Imaging, 2021)

Contribution à la Perception d'Environnement pour la Smart Mobilité. (Contribution to Environmental Perception for Smart Mobility). - Redouane Khemmar (2022)

STAF: Spatio-Temporal Attention Framework for Understanding Road Agents Behaviors. - Rim Trabelsi; Redouane Khemmar; Benoit Decoux; Jean-Yves Ertaud; Rémi Boutteau (IEEE Access, 2022)

A Dataset for Temporal Semantic Segmentation Dedicated to Smart Mobility of Wheelchairs on Sidewalks. - Benoit Decoux; Redouane Khemmar; Nicolas Ragot; Arthur Venon; Marcos Grassi-Pampuch; Antoine Mauri; Louis Lecrosnier; Vishnu Pradeep (J. Imaging, 2022)

Lightweight convolutional neural network for real-time 3D object detection in road and railway environments. - Antoine Mauri; Redouane Khemmar; Benoit Decoux; Madjid Haddad; Rémi Boutteau (J. Real Time Image Process., 2022)

Road and Railway Smart Mobility: A High-definition Ground Truth Hybrid Dataset. - Redouane Khemmar; Antoine Mauri; Camille Dulompont; Jayadeep Gajula; Vincent Vauchey; Madjid Haddad; Rémi Boutteau (Sensors, 2022)

Self-Supervised Sidewalk Perception Using Fast Video Semantic Segmentation for Robotic Wheelchairs in Smart Mobility. - Vishnu Pradeep; Redouane Khemmar; Louis Lecrosnier; Yann Duchemin; Romain Rossi; Benoit Decoux (Sensors, 2022)

Recent Advances in Vision-Based On-Road Behaviors Understanding: A Critical Survey. - Rim Trabelsi; Redouane Khemmar; Benoit Decoux; Jean-Yves Ertaud; Rémi Boutteau (Sensors, 2022)

A Survey of Wireless Communication Technologies for an IoT-connected Wind Farm. - Lavinius Ioan Gliga; Redouane Khemmar; Houcine Chafouk; Dumitru Popescu (Wirel. Pers. Commun., 2022)

Improving the Efficiency of 3D Monocular Object Detection and Tracking for Road and Railway Smart Mobility. - Alexandre Evain; Antoine Mauri; François Garnier; Messmer Kounouho; Redouane Khemmar; Madjid Haddad; Rémi Boutteau; Sébastien Breteche; Sofiane Ahmedali (Sensors, 2023)

Radar Sensor-Based Longitudinal Motion Estimation by Using a Generalized High-Gain Observer. - H. Bessafa; Zehor Belkhatir; Cédric Delattre; Redouane Khemmar; Ali Zemouche; Rajesh Rajamani (ACC, 2024)

Sampled Data Radial Basis Function Neural Network Observer Design for Nonlinear Vehicle Dynamics. - Hasan Abdl Ghani; Hind Laghmara; Sofiane Ahmed Ali; Samia Ainouz 001; Redouane Khemmar (ACC, 2024)

Data-Driven Observer Design for Nonlinear Vehicle Dynamics using Deep Radial Basis Function Networks with Delay Compensation. - Hasan Abdl Ghani; Xincheng Zhuang; Sofiane Ahmed Ali; Haoping Wang; Redouane Khemmar (ECC, 2024)

Visual Eco-Routing (VER): XGBoost Based Eco-Route Selection From Road Scenes and Vehicle Emissions. - Vishnu Pradeep; Redouane Khemmar; Firas Jendoubi (IEEE Access, 2024)

A Late Collaborative Perception Framework for 3D Multi-Object and Multi-Source Association and Fusion. - Maryem Fadili; Mohamed Anis Ghaoui; Louis Lecrosnier; Steve Pechberti; Redouane Khemmar (CoRR, 2025)

Evaluation of an Uncertainty-Aware Late Fusion Algorithm for Multi-Source Bird's Eye View Detections Under Controlled Noise. - Maryem Fadili; Louis Lecrosnier; Steve Pechberti; Redouane Khemmar (CoRR, 2025)