Javier Cruz
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 Javier Cruz.
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- Papers in international journals (5)
- Book chapters (1)
- Papers in conference proceedings (5)
- Technical reports (6)
- Seminar (5)
- Awards and distinctions (2)
- Reviewing (6)
- Research projects (3)
- Regular teaching (3)
- Project supervision (2)
International journals
Published
Total: 5
- Cruz, J., Bierlaire, M., and Thiran, J. (2013). Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking, IEEE Transactions on Circuits and Systems for Video Technology 23(5):898-911. doi:10.1109/TCSVT.2013.2249374
- Cruz, J., Bogdanova, I., Paquier, B., Bierlaire, M., and Thiran, J. (2012). Scale Invariant Feature Transform on the Sphere: Theory and Applications, International Journal of Computer Vision 98(2):217-241. doi:10.1007/s11263-011-0505-4
- Robin, T., Bierlaire, M., and Cruz, J. (2011). Dynamic facial expression recognition with a discrete choice model, Journal of Choice Modelling 4(2):95-148. doi:10.1016/S1755-5345(13)70059-9
- 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)
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) <em>Choice Modelling: The State-of-the-Art and the State-of-Practice</em> (ISBN: 978-1-84950-772-1) pp.101-136. Emerald Group Publishing Limited.
Papers in conference proceedings
- Robin, T., Bierlaire, M., and Cruz, J. (2010). Travellers well-being measuring and dynamic facial expression recognition. Proceedings of the World Conference on Transport Research July 11-15, 2010.
- Robin, T., Bierlaire, M., and Cruz, J. (2009). Dynamic facial expression recognition using a behavioural model. Proceedings of the the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009, 2009.
- 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.
- Meynet, J., Arsan, T., Cruz, J., and Thiran, J. (2008). Fast multi-view face tracking with pose estimation. Proceedings of the 16th European Signal Processing Conference (EUSIPCO2008) August 25-29, 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.
Technical reports
- Cruz, J., Bierlaire, M., and Thiran, J. (2011). Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking. Technical report TRANSP-OR 111027. Transport and Mobility Laboratory, ENAC, EPFL.
- Robin, T., Bierlaire, M., and Cruz, J. (2010). Dynamic facial expression recognition with a discrete choice model. Technical report TRANSP-OR 100423. Transport and Mobility Laboratory, ENAC, EPFL.
- Sorci, M., Robin, T., Cruz, J., Bierlaire, M., and Thiran, J. (2009). Modelling human perception of facial expressions. Technical report TRANSP-OR 090706. Transport and Mobility Laboratory, ENAC, EPFL.
- Cruz, J., Bogdanova, I., Paquier, B., Bierlaire, M., and Thiran, J. (2009). Scale Invariant Feature Transform on the Sphere: Theory and Applications. Technical report TRANSP-OR 090426. Transport and Mobility Laboratory, ENAC, EPFL.
- Cruz, J., Bierlaire, M., and Thiran, J. (2008). Multiple-View Scenes: Reconstruction and Virtual Views. Technical report TRANSP-OR 080710. Transport and Mobility Laboratory, ENAC, EPFL.
- 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.
Seminars
- Cruz, J., Combining Visual and Behavioural Models for Pedestrian Tracking. Transp-OR Seminar Series, EPFL, October 25, 2010, Lausanne
- Cruz, J., Behavioural Pedestrian Tracking (II). Transp-OR Seminar Series, EPFL, April 12, 2010, Lausanne
- Cruz, J., Behavioural Pedestrian Tracking. Transp-OR Seminar Series, EPFL, November 09, 2009, Lausanne
- Cruz, J., Meynet, J., Arsan, T., and Thiran, J., Fast multi-view face tracking with pose estimation. 16th European Signal Processing Conference (EUSIPCO2008), European Association for Signal Processing (EURASIP), August 26, 2008, Lausanne, Switzerland
- Cruz, J., Robin, T., Sorci, M., Bierlaire, M., and Thiran, J., Modelling Human Perception of Facial Expressions by Discrete Choice Models. Third Workshop on Discrete Choice Models, Transport and Mobility Laboratory, EPFL, August 30, 2007, Lausanne, Switzerland
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
- 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
Reviewing
Total: 6 reviews for 3 journals (since 2004). Per year: 2011: 3, 2010: 1, 2009: 2.
Research projects
- Invariant features in omnidirectional images
- Sponsor: Transport and Mobility Laboratory, EPFL
- Team: Michel Bierlaire (PI), Javier Cruz (PM)
- Period: May 20, 2008-May 01, 2009
- Design of algorithms to extract invariant features from images captured by omnidirectional cameras.
- Behavioural modelling of human experts for scene analysis
- Sponsor: Swiss National Science Foundation
- Team: Michel Bierlaire (PI), Javier Cruz (PM), Thomas Robin (PM)
- Period: October 01, 2007-September 30, 2010
- Modelling the global appraisal process of experts in the context of scene analysis.
- 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.
Regular teaching
- Modélisation des systèmes Énergie et Transports
- Year: Fall 2009
- Section(s): Civil Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Javier Cruz, Ricardo Hurtubia
- Webpage: http://moodle.epfl.ch/course/view.php?id=1251
- Number of students: 58
- Modélisation des systèmes Énergie et Transports
- Year: Fall 2008
- Section(s): Civil Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Javier Cruz, Ricardo Hurtubia
- Webpage: http://moodle.epfl.ch/course/view.php?id=1251
- Number of students: 48
- Modélisation des systèmes Énergie et Transports
- Year: Fall 2007
- Section(s): Civil Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Javier Cruz
- Number of students: 31
Project supervision
Semester projects
- Simulateur de mouvements de piétons, Viljami Laurmaa (SMA), June 20, 2010
- Study of Optical Flow techniques for motion estimation in video sequences, Epely-Chauvin Gaël (SGC), June 29, 2007