TRANSP-OR: Gianluca Antonini

Gianluca Antonini

This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Gianluca Antonini.

Select an item on the menu on the right. If no menu appears, it means that no record is in the database for the moment.

More information may be available here

Papers in international journals (4)
Book chapters (5)
Papers in conference proceedings (4)
Technical reports (6)
Awards and distinctions (6)
Research projects (4)

International journals

Published

Total: 4

Sorci, M., Antonini, G., Cruz, J., Robin, T., Bierlaire, M., and Thiran, J. (2010). Modelling human perception of static facial expressions, Image and Vision Computing 28(5):790-806. doi:10.1016/j.imavis.2009.10.003
Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2009). Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological 43(1):36-56. doi:10.1016/j.trb.2008.06.010 (Ranked first in the TOP 25 hottest articles of Transportation Research Part B for October-December 2008 as well as for January-March 2009)
Antonini, G., Bierlaire, M., and Weber, M. (2006). Discrete choice models of pedestrian walking behavior, Transportation Research Part B: Methodological 40(8):667-687. doi:10.1016/j.trb.2005.09.006 (Ranked first in the TOP 25 hottest articles of Transportation Research Part B for April-June 2006)
Antonini, G., Venegas, S., Bierlaire, M., and Thiran, J. (2006). Behavioral priors for detection and tracking of pedestrians in video sequences, International Journal of Computer Vision 69(2):159-180. doi:10.1007/s11263-005-4797-0

Book chapters

Sorci, M., Robin, T., Cruz, J., Bierlaire, M., Thiran, J., and Antonini, G. (2010). Capturing Human Perception of Facial Expressions by Discrete Choice Modelling. In S. Hess and A. Daly (ed) Choice Modelling: The State-of-the-Art and the State-of-Practice (ISBN: 978-1-84950-772-1) pp.101-136. Emerald Group Publishing Limited.
Antonini, G., and Bierlaire, M. (2007). A discrete choice framework for acceleration and direction change behaviors in walking pedestrians. In Waldau, N., Gattermann, P., Knoflacher, H. and Schreckenberg, M. (ed) Pedestrian and Evacuation Dynamics 2005 (ISBN: 978-3-540-47062-5) pp.155-166. Springer.
Bierlaire, M., Antonini, G., and Weber, M. (2007). Behavioural dynamics for pedestrians. In Axhausen, K. W. (ed) Moving through nets: the physical and social dimensions of travel (ISBN: 0 08 044213 7) pp.81-105. Elsevier.
Antonini, G., Sorci, M., Bierlaire, M., and Thiran, J. (2006). Discrete Choice Models for Static Facial Expression Recognition. In Blanc-Talon, J., Philips, W., Popescu, D. and Scheunders, P. (ed) Advanced Concepts for Intelligent Vision Systems (ISBN: 978-3-540-44630-9) pp.710-721. Springer Berlin / Heidelberg.
Venegas, S., Antonini, G., Thiran, J., and Bierlaire, M. (2005). Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques. In Bengio S. and Bourlard H. (ed) Machine Learning for Multimodal Interaction (ISBN: 978-3540245094) pp.341 - 348. Springer.

Papers in conference proceedings

Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2008). Specification, estimation and validation of a pedestrian walking behaviour model. Proceedings of the European Transportation Research Conference (ETC) October 6-8, 2008.
Sorci, M., Antonini, G., Cerretani, B., Cruz, J., Robin, T., Bierlaire, M., and Thiran, J. (2008). Modelling human perception of static facial expressions. Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG2008) September 17-19, 2008.
Antonini, G., and Bierlaire, M. (2006). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Proceedings of the 6th Swiss Transport Research Conference (STRC) March 15-17, 2006.
Antonini, G., Bierlaire, M., and Weber, M. (2004). Simulation of Pedestrian Behaviour using a Discrete Choice Model Calibrated on Actual Motion Data. Proceedings of the Swiss Transport Research Conference (STRC) March 24-26, 2004.

Technical reports

Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2007). Specification, estimation and validation of a pedestrian walking behavior model. Technical report TRANSP-OR 071116. Transport and Mobility Laboratory, ENAC, EPFL.
Antonini, G., Bierlaire, M., Schneider, S., and Robin, T. (2007). Specification, estimation and validation of a pedestrian walking behavior model. Technical report TRANSP-OR 070727. Transport and Mobility Laboratory, ENAC, EPFL.
Antonini, G., and Bierlaire, M. (2005). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Technical report GR-BIE-REPORT-2005-001.
Antonini, G., Bierlaire, M., and Weber, M. (2004). Discrete choice models of pedestrian behavior. Technical report RO-040916.
Antonini, G., Venegas, S., Thiran, J., and Bierlaire, M. (2004). A discrete choice pedestrian behavior for pedestrian detection in visual tracking systems. Technical report RO 2004 09 09.
Antonini, G., Venegas, S., Bierlaire, M., and Thiran, J. (2002). Behavioral Filtering of Human Trajectories for Automatic-Multi-Track Initiation. Technical report ITS-03-04.

Awards

Thomas Robin, Gianluca Antonini, Michel Bierlaire, Javier Cruz: Ranked 1st in the TOP 25 hottest articles of Transportation Research Part B for January-March 2009, March 31, 2009. Institution: Transportation Research Part B. Description: Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2009). Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological 43(1):36-56. doi:10.1016/j.trb.2008.06.010
Gianluca Antonini, Michel Bierlaire, Mats Weber : Ranked 12th in the TOP 25 hottest articles of Transportation Research Part B for January-March 2009, March 31, 2009. Institution: Transportation Research Part B. Description: Antonini, G., Bierlaire, M., and Weber, M. (2006). Discrete choice models of pedestrian walking behavior, Transportation Research Part B: Methodological 40(8):667-687. doi:10.1016/j.trb.2005.09.006
Thomas Robin, Gianluca Antonini, Michel Bierlaire, Javier Cruz: Ranked 1st in the TOP 25 hottest articles of Transportation Research Part B for October-December 2008, December 31, 2008. Institution: Transportation Research Part B. Description: Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2009). Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological 43(1):36-56. doi:10.1016/j.trb.2008.06.010
Gianluca Antonini : Honorable mention in the 2005 Eric Pas Dissertation Prize, October 05, 2006. Institution: The International Association for Travel Behaviour Research.
Gianluca Antonini, Michel Bierlaire : Ranked first in the TOP 25 hottest articles of Transportation Research Part B for April-June 2006, June 30, 2006. Institution: Transportation Research Part B(with M. Weber). Description: Antonini, G., Bierlaire, M., and Weber, M. (2006). Discrete choice models of pedestrian walking behavior, Transportation Research Part B: Methodological 40(8):667-687.
Gianluca Antonini : EPFL PhD Prize , January 20, 2006. Institution: EPFL. Description: The jury has proceeded in two steps, selecting 8 PhD theses during the first round. Two of these were granted the prizes and two others were transferred to the Chorafas Foundation Award. However, the jury felt that the other 4 candidates also deserve some visibility since after all their scientific work is (according to the opinion of the jury) ranking among the best 4 % (8 out of 250) PhD theses awarded by EPFL in 2005.

Research projects

Path to purchase: Sponsor: Nestlé; Team: Michel Bierlaire (PI), Kamran Houshang Pour (PM), Thomas Robin, Gianluca Antonini; Period: July 01, 2006-June 30, 2008; To understand consumer behavior in his or her path to purchase.
SIMBAD: Simulation-Based Automatic Detection: Sponsor: Commission pour la technologie et de l'innovation, Office Fédéral de la formation professionnelle et de la technologie.; Team: Michel Bierlaire (PI), Mats Weber (PM), Gianluca Antonini; Period: October 01, 2002-September 30, 2004; Develop a model-based detection system where the scene analysis is supported by a crowd simulator
Pedestrian simulation: Sponsor: Transport and Mobility Laboratory, EPFL; Team: Michel Bierlaire (PI&PM), Gianluca Antonini, Thomas Robin, Javier Cruz; Period: October 01, 2002-October 01, 2004; We develop models of pedestrian movements based on discrete choice analysis.
Behavioral model-based scene analysis: Sponsor: NCCR Interactive Multimodal Information Management; Team: Michel Bierlaire (PI&PM), Gianluca Antonini; Period: July 01, 2002-June 30, 2005; Development of disaggregate behavior model for scene analysis in the context of video surveillance