Guillaume Saint-Pierre

According to our database, Guillaume Saint-Pierre authored at least 12 papers between 2008 and 2023.

Collaborative distances:

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

2023

3D Object Detection for Self-Driving Cars Using Video and LiDAR: An Ablation Study.

Houssam Salmane, Josué Manuel Rivera Velázquez, Louahdi Khoudour, Nguyen Anh Minh Mai, Pierre Duthon, Alain Crouzil, Guillaume Saint-Pierre, Sergio A. Velastin

Sensors, March, 2023

Generic Ontology and Framework for Critical Scenario Description and Generation. Applied to Evaluation and Validation of Automated Vehicle.

Maria Ruchiga, Rémi Sainct, Guillaume Saint-Pierre, Dominique Gruyer

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Analysis of Thermal Imaging Performance under Extreme Foggy Conditions: Applications to Autonomous Driving.

Josué Manuel Rivera Velázquez, Louahdi Khoudour, Guillaume Saint-Pierre, Pierre Duthon, Sébastien Liandrat, Frédéric Bernardin, Sharon Fiss, Igor Ivanov, Raz Peleg

J. Imaging, 2022

2020

Traffic signal detection from in-vehicle GPS speed profiles using functional data analysis and machine learning.

Yann Méneroux, Arnaud Le Guilcher, Guillaume Saint-Pierre, Mohammad Ghasemi Hamed, Sébastien Mustière, Olivier Orfila

Int. J. Data Sci. Anal., 2020

2018

Detection and Localization of Traffic Signals with GPS Floating Car Data and Random Forest.

Yann Méneroux, Hiroshi Kanasugi, Guillaume Saint-Pierre, Arnaud Le Guilcher, Sébastien Mustière, Ryosuke Shibasaki, Yugo Kato

Proceedings of the 10th International Conference on Geographic Information Science, 2018

2015

How to predict real road state from vehicle embedded camera?

Nicolas Gimonet, Aurélien Cord, Guillaume Saint-Pierre

Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

2013

Estimation of space-speed profiles: A functional approach using smoothing splines.

Cindie Andrieu, Guillaume Saint-Pierre, Xavier Bressaud

Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

2012

Using statistical models to characterize eco-driving style with an aggregated indicator.

Cindie Andrieu, Guillaume Saint-Pierre

Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

2009

Base de données de capteurs à localisation mobile Modèle et langage.

Iulian Sandu Popa, Ahmed Kharrat, Karine Zeitouni, Guillaume Saint-Pierre

Ingénierie des Systèmes d Inf., 2009

2008

Model-based classification with dissimilarities: a maximum likelihood approach.

Eugène-Patrice Ndong Nguéma, Guillaume Saint-Pierre

Pattern Anal. Appl., 2008

Collision Probability Assessment for Speed Control.

Alain Lambert, Dominique Gruyer, Guillaume Saint-Pierre, Alexandre Ndjeng Ndjeng

Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

A fast Monte Carlo algorithm for collision probability estimation.

Alain Lambert, Dominique Gruyer, Guillaume Saint-Pierre

Proceedings of the 10th International Conference on Control, 2008