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Article de revue (55) Communication de conférence (117) Livre (2) Chapitre de livre (1) Brevet Rapport (39) Thèse (1)

Nicolas Saunier (215)

Articles de revue (55)
- 2018
  - Fu, T., Miranda-Moreno, L. & Saunier, N. (2018). A novel framework to evaluate pedestrian safety at non-signalized locations. Accident Analysis and Prevention, 111, 23-33. Tiré de https://doi.org/10.1016/j.aap.2017.11.015
  - Stipancic, J., Miranda-Moreno, L., Saunier, N. & Labbe, A. (2018). Surrogate safety and network screening: Modelling crash frequency using GPS travel data and latent Gaussian Spatial Models. Accident Analysis and Prevention, 120, 174-187. Tiré de https://doi.org/10.1016/j.aap.2018.07.013
  - Gomaa Mohamed, M. & Saunier, N. (2018). The impact of motion prediction methods on surrogate safety analysis: A case study of left-turn and opposite-direction interactions at a signalized intersection in Montreal. Journal of Transportation Safety & Security, 10(4), 265-287. Tiré de https://doi.org/10.1080/19439962.2016.1255690
  - Stipancic, J., Miranda-Moreno, L. & Saunier, N. (2018). Vehicle manoeuvers as surrogate safety measures: Extracting data from the gps-enabled smartphones of regular drivers. Accident Analysis and Prevention, 115, 160-169. Tiré de https://doi.org/10.1016/j.aap.2018.03.005
  - van Haperen, W., Daniels, S., De Ceunynck, T., Saunier, N., Brijs, T. & Wets, G. (2018). Yielding behavior and traffic conflicts at cyclist crossing facilities on channelized right-turn lanes. Transportation Research Part F: Traffic Psychology and Behaviour, 55, 272-281. Tiré de https://doi.org/10.1016/j.trf.2018.03.012
- 2017
  - Gomaa Mohamed, M. & Saunier, N. (2017). An investigation of different geometric representations of road user volume and their impact on post-encroachment time. Transportation Research Record, 2659, 55-62. Tiré de https://doi.org/10.3141/2659-06
  - Fu, T., Stipancic, J., Zangenehpour, S., Miranda-Moreno, L. & Saunier, N. (2017). Automatic traffic data collection under varying lighting and temperature conditions in multimodal environments: Thermal versus visible spectrum video-based systems. Journal of Advanced Transportation, 2017, 15 pages. Tiré de https://doi.org/10.1155/2017/5142732
  - Borowczyk, A., Nguyen, D.-T., Nguyen, A.P.-V., Nguyen, D.Q., Saussie, D. & Le Ny, J. (2017). Autonomous landing of a quadcopter on a high-speed ground vehicle. Journal of Guidance, Control, and Dynamics, 40(9), 2373-2380. Tiré de https://doi.org/10.2514/1.G002703
  - Laureshyn, A., de Goede, M., Saunier, N. & Fyhri, A. (2017). Cross-comparison of three surrogate safety methods to diagnose cyclist safety problems at intersections in Norway. Accident Analysis & Prevention, 105, 11-20. Tiré de https://doi.org/10.1016/j.aap.2016.04.035
  - Strauss, J., Zangenehpour, S., Miranda-Moreno, L.F. & Saunier, N. (2017). Cyclist deceleration rate as surrogate safety measure in Montreal using smartphone GPS data. Accident Analysis and Prevention, 99, 287-296. Tiré de https://doi.org/10.1016/j.aap.2016.11.019
  - Stipancic, J., Miranda-Moreno, L.F. & Saunier, N. (2017). Impact of congestion and traffic flow on crash frequency and severity: An application of smartphone-collected GPS travel data. Transportation Research Record, 2659, 43-54. Tiré de https://doi.org/10.3141/2659-05
  - Saunier, N., Bélisle, F., Nouri, P. & Morency, C. (2017). Les véhicules connectés auront-ils un impact sur les émissions de gaz à effet de serre? Routes et Transports, 46(2), 47-51.
  - Stipancic, J., Miranda-Moreno, L.F., Labbe, A. & Saunier, N. (2017). Measuring and visualizing space-time congestion patterns in an urban road network using large-scale smartphone-collected GPS data. Transportation Letters: the International Journal of Transportation Research, 11 pages. Tiré de https://doi.org/10.1080/19427867.2017.1374022
  - Alizadeh, H., Farooq, B., Morency, C. & Saunier, N. (2017). On the role of bridges as anchor points in route choice modeling. Transportation, 26 pages. Tiré de https://doi.org/10.1007/s11116-017-9761-7
  - Belisle, F., Saunier, N., Bilodeau, G.A. & le Digabel, S. (2017). Optimized video tracking for automated vehicle turning movement counts. Transportation Research Record(2645), 104-112. Tiré de https://doi.org/10.3141/2645-12
- 2016
  - Zangenehpour, S., Strauss, J., Miranda-Moreno, L.F. & Saunier, N. (2016). Are signalized intersections with cycle tracks safer? A case-control study based on automated surrogate safety analysis using video data. Accident Analysis & Prevention, 86, 161-172. Tiré de https://doi.org/10.1016/j.aap.2015.10.025
  - Stipancic, J., Zangenehpour, S., Miranda-Moreno, L., Saunier, N. & Granie, M.A. (2016). Investigating the gender differences on bicycle-vehicle conflicts at urban intersections using an ordered logit methodology. Accident Analysis & Prevention, 97, 19-27. Tiré de https://doi.org/10.1016/j.aap.2016.07.033
  - Fu, T., Miranda-Moreno, L. & Saunier, N. (2016). Pedestrian crosswalk safety at nonsignalized crossings during nighttime use of thermal video data and surrogate safety measures. Transportation Research Record, 2586, 90-99. Tiré de https://doi.org/10.3141/2586-10
  - Nabavi Niaki, M.S., Fu, T., Saunier, N., Miranda-Moreno, L.F., Amador, L. & Bruneau, J.-F. (2016). Road lighting effects on bicycle and pedestrian accident frequency: case study in Montreal, Quebec, Canada. Transportation Research Record: Journal of the Transportation Research Board, 2555, 86-94. Tiré de https://doi.org/10.3141/2555-12
  - Jodoin, J.-P., Bilodeau, G.-A. & Saunier, N. (2016). Tracking all road users at multimodal urban traffic intersections. IEEE Transactions on Intelligent Transportation Systems, 17(11), 3241-3251. Tiré de https://doi.org/10.1109/TITS.2016.2545245
- 2015
  - Zangenehpour, S., Miranda-Moreno, L.F. & Saunier, N. (2015). Automated classification based on video data at intersections with heavy pedestrian and bicycle traffic: Methodology and application. Transportation Research Part C: Emerging Technologies, 56, 161-176. Tiré de https://doi.org/10.1016/j.trc.2015.04.003
  - Mohamed, M.G. & Saunier, N. (2015). Behavior Analysis Using a Multilevel Motion Pattern Learning Framework. Transportation Research Record, 2528, 116-127. Tiré de https://doi.org/10.3141/2528-13
  - St-Aubin, P., Saunier, N. & Miranda-Moreno, L. (2015). Large-scale automated proactive road safety analysis using video data. Transportation Research Part C: Emerging Technologies, 58, Part B, 363-379. Tiré de https://doi.org/10.1016/j.trc.2015.04.007
  - Diallo, A., Bourdeau, J.-S., Morency, C. & Saunier, N. (2015). Methodology of parking analysis. Canadian Journal of Civil Engineering, 42(4), 281-285. Tiré de https://doi.org/10.1139/cjce-2013-0458
- 2014
  - Burns, S., Miranda-Moreno, L.F., Stipancic, J., Saunier, N. & Ismail, K. (2014). Accessible and practical geocoding method for traffic collision record mapping: Quebec case study. Transportation Research Record, 2460(1), 39-46. Tiré de https://doi.org/10.3141/2460-05
  - Locart, C., Agard, B. & Saunier, N. (2014). Analyses spatiales d'un réseau de distribution de points de vente: application à une entreprise canadienne de meubles distribués aux États-Unis. Revue française de gestion industrielle, 33(3), 69-88.
  - Ettehadieh, D., Farooq, B. & Saunier, N. (2014). Automated pedestrian trajectory data-collection and flow characterization in public spaces. Transportation Research Procedia, 2, 207-212. Tiré de https://doi.org/10.1016/j.trpro.2014.09.035
  - Niaki, M.S.N., Saunier, N., Miranda-Moreno, L.F., Amador, L. & Bruneau, J.-F. (2014). Method for road lighting audit and safety screening at urban intersections. Transportation Research Record, 2458, 27-36. Tiré de https://doi.org/10.3141/2458-04
  - Perdomo, M., Rezaei, A., Patterson, Z.R., Miranda-Moreno, L.F. & Saunier, N. (2014). Pedestrian preferences with respect to roundabouts : A video-based stated preference survey. Accident Analysis & Prevention, 70, 84-91. Tiré de https://doi.org/10.1016/j.aap.2014.03.010
- 2013
  - Mohamed, M.G., Saunier, N., Miranda-Moreno, L.F. & Ukkusuri, S.V. (2013). A clustering regression approach: A comprehensive injury severity analysis of pedestrian-vehicle crashes in New York, US and Montreal, Canada. Safety Science, 54, 27-37.
  - Ismail, K., Sayed, T. & Saunier, N. (2013). A methodology for precise camera calibration for data collection applications in urban traffic scenes. Canadian Journal of Civil Engineering, 40(1), 57-67.
  - St-Aubin, P., Miranda-Moreno, L. & Saunier, N. (2013). An automated surrogate safety analysis at protected highway ramps using cross-sectional and before-after video data. Transportation Research. Part C, Emerging Technologies, 36, 284-295.
  - Saunier, N. & Midenet, S. (2013). Creating ensemble classifiers through order and incremental data selection in a stream. Pattern Analysis and Applications, 16(3), 333-347.
  - St-Aubin, P., Saunier, N., Miranda-Moreno, L. & Ismail, K. (2013). Detailed driver behaviour analysis and trajectory interpretation at roundabouts using computer vision data. Transportation Research Record(2389), 65-77.
  - Guidoin, S. & Saunier, N. (2013). Données ouvertes et transport. Routes et Transports, 42(2), 21-23.
  - Jackson, S., Miranda-Moreno, L., St-Aubin, P. & Saunier, N. (2013). Flexible, mobile video camera system and open source video analysis software for road safety and behavioral analysis. Transportation Research Record(2365), 90-98.
  - Mohamed, M.G. & Saunier, N. (2013). Motion prediction methods for surrogate safety analysis. Transportation Research Record : Journal of the Transportation Research Board (TRR Journal)(2386), 168-178.
  - Saunier, N. (2013). Roundabout safety in Quebec. The Safety Network Newsletter : the Official Newsletter of the Canadian Association of Road Safety Professionals(4), 7-8.
  - Brosseau, M., Zangenehpour, S., Saunier, N. & Miranda-Moreno, L. (2013). The impact of waiting time and other factors on dangerous pedestrian crossings and violations at signalized intersections : a case study in Montreal. Transportation Research. Part F, Traffic Psychology and Behaviour, 21, 159-172.
  - St-Aubin, P., Saunier, N., Miranda-Moreno, L. & Ismail, K. (2013). Use of Computer vision data for detailed driver behavior analysis and trajectory interpretation at roundabouts. Transportation Research Record, 2389, 65-77. Tiré de https://doi.org/10.3141/2389-07
- 2012
  - Khanloo, B.Y.S., Stefanus, F., Ranjbar, M., Li, Z.-N., Saunier, N., Sayed, T. & Mori, G. (2012). A large margin framework for single camera offline tracking with hybrid cues. Computer Vision and Image Understanding, 116(6), 676-689.
  - Malinovskiy, Y., Saunier, N. & Wang, Y. (2012). Analysis of pedestrian travel with static bluetooth sensors. Transportation Research Record(2299), 137-149. Tiré de https://doi.org/10.3141/2299-15
  - Li, S., Sayed, T., Zaki, M., Mori, G., Stefanus, F., Khanloo, B. & Saunier, N. (2012). Automated collection of pedestrian data through computer vision techniques. Transportation Research Record(2299), 121-127.
  - Li, S., Sayed, T., Zaki, M.H., Mori, G., Stefanus, F., Khanloo, B. & Saunier, N. (2012). Automatic collection of pedestrian data using computer vision techniques. Transportation Research Record, 2299, 121-127. Tiré de https://doi.org/10.3141/2299-13
  - St-Aubin, P., Miranda-Moreno, L. & Saunier, N. (2012). Étude concernant l'utilisation d'une ligne continue de délimitation à gauche de la voie 1 (LCGV1) vis-à vis des entrées et des sorties d'autoroutes. Routes et transports, 41(1), 14-16.
- 2011
  - Midenet, S., Saunier, N. & Boillot, F. (2011). Exposure to lateral collision in signalized intersections with protected left turn under different traffic control strategies. Accident Analysis and Prevention, 43(6), 1968-1978.
  - Saunier, N., Mourji, N. & Agard, B. (2011). Investigating collision factors by mining microscopic data of vehicle conflicts and collisions. Transportation Research Record, 2237, 41-50. Tiré de https://doi.org/10.3141/2237-05
  - Ismail, L., Sayed, T. & Saunier, N. (2011). Methodologies for aggregating traffic conflict indicators. Transportation Research Record, 2237, 10-19.
  - Saunier, N., Husseini, A.E., Ismail, K., Morency, C., Auberlet, J.-M. & Sayed, T. (2011). Pedestrian stride frequency and length estimation in outdoor urban environments using video sensors. Transportation Research Record, 2264, 138-147.
- 2010
  - Ismail, K., Sayed, T. & Saunier, N. (2010). Automated analysis of pedestrian-vehicle conflicts : a context for before-and-after studies. Transportation Research Record, 2198, 52-64.
  - Saunier, N., Sayed, T. & Ismail, K. (2010). Large-scale automated analysis of vehicle interactions and collisions. Transportation Research Record(2147), 42-50.
- 2009
  - Ismail, K., Sayed, T., Saunier, N. & Lim, C. (2009). Automated analysis of pedestrian-vehicle conflicts using video data. Transportation Research Record(2140), 44-54.
- 2008
  - Saunier, N. & Sayed, T. (2008). A probabilistic framework for automated analysis of exposure to road collisions. Transportation Research Record: Journal of the Transportation Research Board, 2083, 96-104. Tiré de https://doi.org/10.3141/2083-11
- 2007
  - Saunier, N. & Sayed, T. (2007). Automated road safety analysis using video data. Transportation Research Record: Journal of the Transportation Research Board, 2019, 57-64. Tiré de https://doi.org/10.3141/2019-08
- 2004
  - Saunier, N., Midenet, S. & Grumbach, A. (2004). Coopération entre système d'inférence et système de reconnaissance; Détection de situations dangereuses dans un carrefour à feux. Génie Logiciel, 71, 20-24.
Communications de conférence (117)
- 2018
  - Urdaneta, M., Lemay, A., Saunier, N. & Fernandez, J.M. (2018). A cyber-physical test bed for measuring the impacts of cyber attacks on urban road networks. Communication présentée à 12th IFIP WG 11.10 International Conference on Critical Infrastructure Protection, Arlington, Virginia.
  - Bélisle, F., Saunier, N. & Audet, O. (2018). Continuous tracking: exploring the long-term value of Bluetooth. Communication présentée à Transportation Research Board 97th Annual Meeting, Washington, D.C. (19 pages). Tiré de https://trid.trb.org/view/1496784
  - Alizadeh Aliabadi, H., Morency, C., Saunier, N. & Farooq, B. (2018). Factors affecting drivers' consideration set of route alternatives. Communication présentée à Transportation Research Board 97th Annual Meeting, Washington, D.C. (16 pages).
  - Alizadeh Aliabadi, H., Farooq, B., Morency, C. & Saunier, N. (2018). Frequent versus occasional drivers: A hybrid route choice model. Communication présentée à Transportation Research Board 97th Annual Meeting, Washington, D.C. (17 pages).
  - Beaupre, D.-A., Bilodeau, G.-A. & Saunier, N. (2018). Improving multiple object tracking with optical flow and edge preprocessing. Communication présentée à 1st International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2018), Montréal, Québec. Tiré de http://arxiv.org/abs/1801.09646
  - Fu, T., Beitel, D., Ledezma-Navarro, B., Zahabi, S.A., Saunier, N. & Miranda-Moreno, L.F. (2018). Investigating cyclist-pedestrian interactions at bus stops and non-signalized intersections using a distance-velocity model and speed measures derived from video data. Communication présentée à Transportation Research Board 97th Annual Meeting, Washington, D.C.
  - Stipancic, J., Miranda-Moreno, L.F., Saunier, N. & Labbe, A. (2018). Network screening for large urban road networks: Using GPS data and surrogate measures to model crash frequency and severity. Communication présentée à Transportation Research Board 97th Annual Meeting, Washington, D.C. Tiré de http://amonline.trb.org/2017trb-1.3983622/t005-1.4000488/523-1.4000827/18-02836-1.3992871/18-02836-1.4114240?qr=1
  - St-Aubin, P., Ledezma-Navarro, B., Labbe, A., Fu, T., Saunier, N. & Miranda-Moreno, L.F. (2018). Speed at partially and fully stop-controlled intersections. Communication présentée à Transportation Research Board 97th Annual Meeting, Washington, D.C. Tiré de http://amonline.trb.org/2017trb-1.3983622/t023-1.3996143/722-1.3996337/18-05438-1.3996354/18-05438-1.3996355?qr=1
- 2017
  - Nabavi Niaki, M., Saunier, N. & Miranda-Moreno, L.F. (2017). Analysis of Cyclist Behaviour at Cycling Network Discontinuities Using Computer Vision. Communication présentée à 96th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Gomaa Mohamed, M. & Saunier, N. (2017). An Investigation of Different Geometric Representations of Road User Volume and their Impact on Post-Encroachment Time. Communication présentée à 96th Annual Meeting of the Transportation Research Board, Washington, D.C. Tiré de http://amonline.trb.org/63532-trb-1.3393340/t005-1.3409009/330-1.3409555/17-05280-1.3401353/17-05280-1.3409558?qr=1
  - Alizadeh Aliabadi, H., Bourbonnais, P.-L., Morency, C., Farooq, B. & Saunier, N. (2017). An online survey to enhance the understanding of car drivers route choices. Communication présentée à 11th International Conference on Transport Survey Methods (ISCTSC 2017), Estérel, Québec.
  - Alizadeh, H., Farooq, B., Morency, C. & Saunier, N. (2017). Classifying behavioral dynamics of taxi drivers route choices using longitudinal GPS data. Communication présentée à 96th Annual Meeting of the Transportation Research Board, Washington, DC (17 pages). Tiré de http://docs.trb.org/prp/17-05190.pdf
  - St-Aubin, P., Saunier, N., Miranda-Moreno, L.F. & Laureshyn, A. (2017). Microscopic road safety comparison between Canadian and Swedish roundabout driver behaviour. Communication présentée à 27th Canadian Association of Road Safety Professionals Conference (CARSP 2017), Toronto, Canada. Tiré de http://www.carsp.ca/research/research-papers/research-papers-search/download-info/microscopic-road-safety-comparison-between-canadian-and-swedish-roundabout-driver-behaviour/
  - Fu, T., Miranda-Moreno, L.F. & Saunier, N. (2017). Novel Framework to Evaluate Pedestrian Safety at Nonsignalized Locations Using Video-Based Trajectory Data. Communication présentée à 96th Annual Meeting of the Transportation Research Board, Washington, D.C. Tiré de http://amonline.trb.org/63532-trb-1.3393340/t026-1.3403500/806-1.3403603/17-03979-1.3400774/17-03979-1.3403617?qr=1
  - van Haperen, W., Riaz, M., Daniels, S., Saunier, N., Brijs, T. & Wets, G. (2017). Observing the observation of road user behavior: A scoping review to gain insights into current practices. Communication présentée à Road Safety & Simulation International Conference (RSS 2017), The Hague, Netherlands.
  - Bélisle, F., Saunier, N., Bilodeau, G.-A. & Le Digabel, S. (2017). Optimized Video Tracking for Automated Vehicle Turning Movement Counts. Communication présentée à 96th Annual Meeting of the Transportation Research Board, Washington, D.C. Tiré de http://amonline.trb.org/63532-trb-1.3393340/t005-1.3409009/617-1.3409167/17-01639-1.3409229/17-01639-1.3409230?qr=1
  - St-Aubin, P., Saunier, N. & Miranda-Moreno, L.F. (2017). Surrogate safety analysis of Quebec roundabout design. Communication présentée à 27th Canadian Association of Road Safety Professionals Conference (CARSP 2017), Toronto, Ontario. Tiré de http://www.carsp.ca/research/research-papers/research-papers-search/download-info/surrogate-safety-analysis-of-quebec-roundabout-design/
  - Stipancic, J., Miranda-Moreno, L., Saunier, N. & Labbe, A. (2017). Surrogate safety and network screening : modelling crash frequency using GPS data latent gaussian models. Communication présentée à Conference of the Transportation Association of Canada, St. John's, NL (19 pages). Tiré de http://www.tac-atc.ca/sites/default/files/conf_papers/stipancicj_-_surrogate_safety_and_network_screening.pdf
  - Laviolette, J., Saunier, N., Morency, C. & Lacombe, A. (2017). Temporal & Spatial Analysis of Taxi Demand in Montréal using a Clustering Approach. Communication présentée à 96th Annual Meeting of the Transportation Research Board, Washington, D.C. Tiré de http://amonline.trb.org/63532-trb-1.3393340/t016-1.3406175/465-1.3406376/17-00219-1.3401917/17-00219-1.3406394?qr=1
  - Morency, C., Trépanier, M., Saunier, N., Verreault, H. & Bourdeau, J.-S. (2017). The challenges of using 5 parallel passive data streams to report on a wide range of mobility options. Communication présentée à 11th International Conference on Travel Survey Methods, Estérel, Canada.
  - Stipancic, J., Miranda-Moreno, L.F. & Saunier, N. (2017). The Impact of Congestion and Traffic Flow On Crash Frequency and Severity: An Application of Smartphone-Collected GPS Travel Data. Communication présentée à 96th Annual Meeting of the Transportation Research Board, Washington, D.C. Tiré de http://amonline.trb.org/63532-trb-1.3393340/t032-1.3400720/589-1.3400996/17-01683-1.3399776/17-01683-1.3401039?qr=1
  - Bourdeau, J.-S., Wielinski, G., Morency, C., Saunier, N. & Trépanier, M. (2017). Using GPS data from a fleet of shared free-floating cars to estimate parking search time. Communication présentée à 11th International Conference on Travel Survey Methods, Estérel, Québec.
  - Laureshyn, A., Johnsson, C., Madsen, T., Varhelyi, A., de Goede, M., Svensson, Å., Saunier, N. & van Haperen, W. (2017). Validation of surrogate safety measures with focus on vulnerable road users. Communication présentée à Road Safety & Simulation International Conference (RSS 2017), The Hague, Netherlands.
  - van Haperen, W., Daniels, S., De Ceunynck, T., Saunier, N., Brijs, T. & Wets, G. (2017). Yielding behaviour and traffic conflicts at cyclist crossing facilities on channelised right-turn lanes. Communication présentée à 96th Annual Meeting of the Transportation Research Board, Washington, D.C.
- 2016
  - Fu, T., Stipancic, J., Zangenehpour, S., Miranda-Moreno, L.F. & Saunier, N. (2016). A comparison of regular and thermal cameras for traffic data collection under varying lighting and temperature conditions in multimodal environments. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Fu, T., Miranda-Moreno, L.F. & Saunier, N. (2016). A novel framework to evaluate yielding behavior and crossing decisions at non-signalized locations using video-based trajectory data. Communication présentée à 27th Canadian Association of Road Safety Professionals Conference (CARSP 2017), Toronto, Ontario. Tiré de http://www.carsp.ca/research/research-papers/research-papers-search/download-info/a-novel-framework-to-evaluate-yielding-behavior-and-crossing-decisions-at-non-signalized-locations-using-video-based-trajectory-data/
  - Fu, T., Stipancic, J., Zangenehpour, S., Miranda-Moreno, L.F. & Saunier, N. (2016). Automatic traffic data collection under varying lighting and temperature conditions in multimodal environments. Communication présentée à 26th Canadian Association of Road Safety Professionals (CARSP) Conference, Halifax, N.-S. Tiré de http://www.carsp.ca/research/research-papers/research-papers-search/download-info/automatic-traffic-data-collection-under-varying-lighting-and-temperature-conditions-in-multimodal-environments-thermal-vs-visible-spectrum-video-based-systems/
  - Gauthier, L., Saunier, N., Le Digabel, S. & Cao, G. (2016). Calibration of driving behavior models using derivative-free optimization and video data for montreal highways. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Nabavi Niaki, M., Saunier, N. & Miranda-Moreno, L. (2016). Cyclist behaviour and safety assessment at discontinuities in the cycling network: Adopting surrogate safety analysis using video data. Communication présentée à 29th International Co-operation on Theories and Concepts in Traffic Safety, Lund, Sweden. Tiré de http://www.ictct.org/wp-content/uploads/Nabavi_presentation.pdf
  - Bourdeau, J.-S., Morency, C. & Saunier, N. (2016). Deriving parking use from household travel survey data. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Nabavi Niaki, M., Fu, T., Saunier, N., Miranda-Moreno, L.F., Amador-Jimenez, L. & Bruneau, J.-F. (2016). Effects of road lighting on bicycle and pedestrian accident frequency: Case study in Montreal, Canada. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Tessier, M.-A., Morency, C. & Saunier, N. (2016). Impact of weather conditions on traffic: Case study of Montreal's winter. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Fu, T., Miranda-Moreno, L.F. & Saunier, N. (2016). Measuring crosswalk safety at nonsignalized crossings during nighttime based on surrogate measures of safety: Case study in Montreal, Canada. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Nabavi Niaki, M., Saunier, N. & Miranda-Moreno, L.F. (2016). Methodology to quantify discontinuities in a cycling network: Case study in Montreal boroughs. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Saoudi Hassani, O., Saunier, N. & Morency, C. (2016). Optimization scenarios of home-work distances in Montreal, Canada. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Fu, T., Miranda-Moreno, L.F. & Saunier, N. (2016). Surrogate Safety Measures for Crosswalk Safety at Nonsignalized Crossings During Nighttime: A Montreal Case Study. Communication présentée à Transportation Association of Canada Conference and Exhibition, Toronto, ON.
  - Lessard, A., Belisle, F., Bilodeau, G.-A. & Saunier, N. (2016). The Counting App, or how to count vehicles in 500 hours of video. Communication présentée à IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2016), Las Vegas, Nevada (p. 1592-1600). Tiré de https://doi.org/10.1109/CVPRW.2016.198
  - Stipancic, J., Miranda-Moreno, L.F. & Saunier, N. (2016). The who and where of road safety: Extracting surrogate indicators from smartphone-collected GPS data in urban environments. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Fu, T., Stipancic, J., Miranda-Moreno, L., Zangenehpour, S. & Saunier, N. (2016). Traffic Data Collection Using Thermal Camera Under Varying Lighting and Temperature Conditions in Multimodal Environments. Communication présentée à Conference and Exhibition of the Transportation Association of Canada (TAC 2016), Toronto, Ont. (20 pages). Tiré de http://tac-atc.ca/sites/tac-atc.ca/files/conf_papers/fu.pdf
  - Morse, P., St-Aubin, P., Miranda-Moreno, L.F. & Saunier, N. (2016). Transferability study of video tracking optimization for traffic data collection and analysis. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Morency, C., Trépanier, M., Saunier, N., Verreault, H. & Bourdeau, J.-S. (2016). Understanding the interactions between transit, taxi and bikesharing. Communication présentée à International Symposium: Emerging and Shared Transportation Modes and Mobility Services, Tel Aviv, Israel.
  - Shekarrizfard, M., Alam, A., Badran, A., Faucher, J., Miranda-Moreno, L., Morency, C., Saunier, N., Patterson, Z., Trépanier, M. & Hatzopoulou, M. (2016). Validation of a PUFF dispersion model: Air quality simulation for new highway infrastructure. Communication présentée à 95th Annual Meeting of the Transportation Research Board, Washington, DC.
- 2015
  - Zangenehpour, S., Strauss, J., Miranda-Moreno, L.F. & Saunier, N. (2015). Are intersections with cycle tracks safer? Control case study based on automated surrogate safety analysis using video data. Communication présentée à Canadian Association of Road Safety Professionals (CARSP) Conference, Ottawa, Canada.
  - Zangenehpour, S., Strauss, J., Miranda-Moreno, L.F. & Saunier, N. (2015). Are intersections with cycle tracks safer? Control case study based on automated surrogate safety analysis using video data. Communication présentée à 94th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Mohamed, M.G. & Saunier, N. (2015). Behaviour analysis using a multi-level motion pattern learning framework. Communication présentée à 94th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - St-Aubin, P., Saunier, N. & Miranda-Moreno, L. (2015). Comparison of various objectively defined surrogate safety analysis methods. Communication présentée à 94th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Laureshyn, A., de Goede, M., Saunier, N. & Fyhri, A. (2015). Cross-comparison of three surrogate safety methods to diagnose cyclist safety problems at intersections in Norway. Communication présentée à 4th International Cycling Safety Conference (ICSC 2015), Hannover, Germany.
  - Rondier, P., Cloutier, M.-S., Saunier, N., Soto, F. & Miranda-Moreno, L.F. (2015). Exploring road safety analysis and stakeholder engagement for small and medium-sized communities. Communication présentée à 94th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - St-Aubin, P., Saunier, N. & Miranda-Moreno, L. (2015). Large-scale microscopic traffic behaviour and safety analysis of Québec roundabout design. Communication présentée à 94th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Anderson-Trocme, P., Stipancic, J., Miranda-Moreno, L.F. & Saunier, N. (2015). Performance Evaluation and Error Segregation of Video-Collected Traffic Speed Data. Communication présentée à 94th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Fu, T., Zangenehpour, S., Miranda-Moreno, L.F., Niaki, M.S.N., Saunier, N., Amador, L. & Fu, L. (2015). Surrogate safety measures for crosswalk safety at non-signalized crossings during nighttime with the use of thermal videos: A case study in Montreal. Communication présentée à Canadian Association of Road Safety Professionals (CARSP) Conference, Ottawa, Canada. Tiré de http://www.carsp.ca/research/research-papers/research-papers-search/download-info/surrogate-safety-measures-for-crosswalk-safety-at-non-signalized-locations-during-the-nighttime-with-the-use-of-thermal-videos-a-case-study-in-montreal/
  - Ettehadieh, D., Farooq, B. & Saunier, N. (2015). Systematic parameter optimization and application of automated tracking in pedestrian-dominant situations. Communication présentée à 94th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Stipancic, J., Miranda-Moreno, L.F. & Saunier, N. (2015). Traffic parameter methods for surrogate safety: Comparative study of three non-intrusive sensor technologies. Communication présentée à Canadian Association of Road Safety Professionals (CARSP) Conference, Ottawa, Canada.
  - Zangenehpour, S., Romancyshyn, T., Miranda-Moreno, L.F. & Saunier, N. (2015). Video-based automatic counting for short-term bicycle data collection in a variety of environments. Communication présentée à 94th Annual Meeting of the Transportation Research Board, Washington, D.C.
- 2014
  - Burns, S., Miranda-Moreno, L.F., Stipancic, J., Saunier, N. & Ismail, K. (2014). Accessible and practical geocoding method for traffic collision record mapping: Quebec case study. Communication présentée à Transportation Research Board 93rd Annual Meeting, Washington, D.C.
  - Nabavi Niaki, M.S., Saunier, N., Miranda-Moreno, L.F., Amador-Jimenez, L. & Bruneau, J.-F. (2014). A method for road lighting audit and safety screening. Communication présentée à 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Shekarrizfard, M., Alam, A., Badran, A., Faucher, J., Miranda-Moreno, L., Morency, C., Patterson, Z., Saunier, N., Trépanier, M. & Hatzopoulou, M. (2014). Assessing air quality, transport, and land use impacts of highway 25 extension in the greater Montreal, Canada. Communication présentée à 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Zangenehpour, S., Miranda-Moreno, L.F. & Saunier, N. (2014). Automated classification in traffic video at intersections with heavy pedestrian and bicycle traffic. Communication présentée à 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - St-Aubin, P., Saunier, N. & Miranda-Moreno, L. (2014). Big Brother is watching you... To predict crashes. Communication présentée à Big Data and Urban Informatics Workshop, Chicago, IL.
  - Saunier, N. & Mohamed, M.G. (2014). Clustering surrogate safety indicators to understand collision processes. Communication présentée à 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Tessier, M.-A., Zall, D., Morency, C., Trépanier, M. & Saunier, N. (2014). Congestion à Montréal : méthode d'analyse et de suivi. Communication présentée à 49e Congrès annuel de l'Association québécoise du transport, Québec, Québec.
  - Saunier, N., Lacoffe, A. & Trépanier, M. (2014). Facteurs de dégradation du marquage au sol. Communication présentée à 49e Congrès annuel de l'Association québécoise du transport, Québec, Québec.
  - Anderson-Trocme, P., Miranda-Moreno, L. & Saunier, N. (2014). Microsimulation calibration using trajectories based on image processing: from data collection to emission modeling. Communication présentée à Canadian Society for Civil Engineering Annual Conference 2014, Halifax, N.S.
  - Afghari, A., Ismail, K., Saunier, N., Sharma, A. & Miranda-Moreno, L.F. (2014). Pedestrian-Cyclist Interactions at Bus Stops Along Segregated Bike Paths: Case Study of Montreal, Canada. Communication présentée à 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Perdomo, M., Rezaei, A., Patterson, Z.R., Miranda-Moreno, L.F. & Saunier, N. (2014). Pedestrian preferences with respect to roundabouts : A video-based stated preference survey. Communication présentée à 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Saunier, N., Ardö, H., Jodoin, J.-P., Laureshyn, A., Nilsson, M., Svensson, Å., Miranda-Moreno, L.F., Bilodeau, G.-A. & Åström, K. (2014). Public video data set for road transportation applications. Communication présentée à 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - St-Aubin, P., Saunier, N. & Miranda-Moreno, L.F. (2014). Road user collision prediction using motion patterns applied to surrogate safety analysis. Communication présentée à 93rd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Jodoin, J.-P., Bilodeau, G.-A. & Saunier, N. (2014). Urban Tracker: Multiple object tracking in urban mixed traffic. Communication présentée à IEEE Winter Conference on Applications of Computer Vision (WACV 2014), Steamboat Springs, Col., USA (p. 885-892). Tiré de https://doi.org/10.1109/WACV.2014.6836010
- 2013
  - Jackson, S., Miranda-Moreno, L., St-Aubin, P. & Saunier, N. (2013). A flexible, mobile video camera system and open source video analysis software for road safety and behavioural analysis. Communication présentée à 92nd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Saunier, N. & Rabion, A. (2013). Analyse d'interactions entre usagers motorisés et non-motorisés en présence de pistes cyclables: Cas d'étude à Montréal. Communication présentée à Colloque International Francophone Piéton, Montréal, QC.
  - Bilodeau, G.-A., Jodoin, J.-P. & Saunier, N. (2013). Change detection in feature space using local binary similarity patterns. Communication présentée à 10th International Conference on Computer and Robot Vision (CRV 2013), Regina, SK, Canada (p. 106-112).
  - Mohamed, M.G. & Saunier, N. (2013). Classifying profiles of surrogate safety measures to understand collision processes. Communication présentée à 23rd Canadian Multidisciplinary Road Safety Conference, Montréal, QC, Canada.
  - Burns, S., Miranda-Moreno, L., Saunier, N. & Ismail, K. (2013). Crash severity analysis at roundabouts : a case study in Quebec, Canada. Communication présentée à 92nd Annual Meeting of the Transportation Research Board, Washington, D.C., USA (p. 14).
  - St-Aubin, P., Saunier, N., Miranda-Moreno, L. & Ismail, K. (2013). Detailed driver behaviour analysis and trajectory interpretation at roundabouts using computer vision data. Communication présentée à 92nd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Zangenehpour, S., Miranda-Moreno, L. & Saunier, N. (2013). Impact of bicycle boxes on safety of cyclists : A case study in Montreal. Communication présentée à 92nd Annual Meeting of the Transportation Research Board, Washington, D.C., USA.
  - Rondier, P., Soto, F., Cloutier, M.S. & Saunier, N. (2013). Méthodes de diagnostic de sécurité routière en milieu municipal : l'apport d'indicateurs médiatiques sur la perception des risques. Communication présentée à 23rd Canadian Multidisciplinary Road Safety Conference, Montréal, QC, Canada.
  - Dialli, A., Morency, C. & Saunier, N. (2013). Methodology of parking analysis. Communication présentée à 92nd Annual Meeting of the Transportation Research Board, Washington, D.C., USA (p. 15).
  - Anderson-Trocme, P., Miranda-Moreno, L. & Saunier, N. (2013). Microsimulation calibration using automated video-based motor vehicle and bus trajectories. Communication présentée à Annual Conference of the Canadian Society for Civil Engineering 2013: Know-How - Savoir-Faire (CSCE 2013), Montreal, QC, Canada (p. 2711-2720).
  - Mohamed, M.G. & Saunier, N. (2013). Motion prediction methods for surrogate safety analysis. Communication présentée à 92nd Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Mohamed, M.G. & Saunier, N. (2013). The influence of motion prediction methods on surrogate safety measures. Communication présentée à Annual Conference of the Canadian Society for Civil Engineering 2013: Know-How - Savoir-Faire (CSCE 2013), Montreal, QC, Canada (p. 1839-1848).
- 2012
  - Mohamed, M.G.M., Saunier, N., Miranda-Moreno, L.F. & Ukkusuri, S.V. (2012). A clustering regression approach: A comprehensive injury severity analysis of pedestrian-vehicle crashes in New York, US and Montreal, Canada. Communication présentée à Transportation Research Board 91st Annual Meeting, Washington, D.C. (24 pages). Tiré de https://trid.trb.org/view/1130210
  - St-Aubin, P., Miranda-Moreno, L. & Saunier, N. (2012). A surrogate safety analysis at protected freeway ramps using cross-sectional and before-after video data. Communication présentée à 91st Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Li, S., Sayed, T., Zaki, M.H., Mori, G., Stefanus, F., Khanloo, B. & Saunier, N. (2012). Automatic collection of pedestrian data using computer vision technicques. Communication présentée à 91st Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Paquette, S., Gagnon, C., Saunier, N., Bergeron, J., Nortier, J. & Domon, G. (2012). Integrating landscape and road safety issues for small towns' entry routes. Communication présentée à Environmental Concerns in Rights-of-Way Management, 10th International Symposium, Phoenix, Arizona.
  - St-Aubin, P., Miranda-Moreno, L. & Saunier, N. (2012). Microsimulation highway car-following calibration and validation from real-world trajectory observations. Communication présentée à 91st Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Malinovskiy, Y., Saunier, N. & Wang, Y. (2012). Pedestrian travel analysis using static bluetooth sensors. Communication présentée à 91st Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Brosseau, M., Saunier, N., Mouël, K.L. & Miranda-Moreno, L. (2012). The impact of traffic lights on dangerous pedestrian crossings and violations: a case study in Montreal. Communication présentée à 91st Annual Meeting of the Transportation Research Board, Washington, D.C.
- 2011
  - Locart, C., Agard, B. & Saunier, N. (2011). Analyses spatiales d'un réseau de distribution de points de vente : application à une entreprise canadienne de meubles distribués aux États-Unis. Communication présentée à 9e Congrès international de génie industriel (CIGI 2011), Saint-Sauveur, Canada.
  - St-Aubin, P., Miranda-Moreno, L. & Saunier, N. (2011). Analysis of driver behaviour and collision risks for specialized lane markings : protected freeway entrance and exit ramps. Communication présentée à 21st Canadian Multidsciplinary Road Safety Conference, Halifax, Nova Scotia.
  - Saunier, N. & Morency, C. (2011). Comparing data from mobile and static traffic sensors for travel time assessment. Communication présentée à 1st Congress of the Transportation and Development Institute of ASCE, Chicago, IL, United states (p. 1178-1187).
  - Verreault, H., Morency, C. & Saunier, N. (2011). Des espions GPS au service de la gestion des réseaux. Communication présentée à Dixièmes rencontres francophones Est-Ouest de socio-économie des transports, Montréal.
  - Morency, C., Trépanier, M., Saunier, N. & Akelaguelo, J.-P. (2011). Enhancing the value of an incidents database with an interactive visualization tool. Communication présentée à 1st Congress of the Transportation and Development Institute of ASCE, Chicago, IL, United states (p. 1206-1215).
  - Saunier, N., Mourji, N. & Agard, B. (2011). Investigating collision factors by mining microscopic data of vehicle conflicts and collisions. Communication présentée à 90th Annual Meeting of the Transportation Research Board, Washington, DC.
  - Ismail, K., Sayed, T. & Saunier, N. (2011). Methodologies for aggregating traffic conflict indicators. Communication présentée à 90th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Saunier, N., El Husseini, A., Ismail, K., Morency, C., Auberlet, J.-M. & Sayed, T. (2011). Pedestrian Stride Frequency and Length Estimation in Outdoor Urban Environments using Video Sensors. Communication présentée à 90th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Saunier, N., Mourji, N. & Agard, B. (2011). Using data mining techniques to understand collision processes. Communication présentée à 21st Canadian Multidsciplinary Road Safety Conference, Halifax, Nova Scotia.
- 2010
  - Sayed, T., Saunier, N., Lovegrove, G. & de Leur, P. (2010). Advancees in proactive road safety planning. Communication présentée à 20e Conférence Canadienne multidisciplinaire sur la sécurité routière, Niagara Falls, Ontario.
  - Saunier, N., Auberlet, J.-M. & Granié, M.-A. (2010). A study of pedestrian crossing behaviour using video sensors. Communication présentée à 23rd International Cooperation on Theories and Concepts in Traffic safety (ICTCT 2010), The Hague, Netherlands.
  - Ismail, K., Sayed, T. & Saunier, N. (2010). Automated safety analysis using video sensors : Technology and case studies. Communication présentée à 20e Conférence Canadienne multidisciplinaire sur la sécurité routière, Niagara Falls, Ontario.
  - Ismail, K., Sayed, T. & Saunier, N. (2010). Camera calibration for urban traffic scenes : Practical issues and a robust approach. Communication présentée à 89th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Saunier, N., Sayed, T. & Ismail, K. (2010). Large scale automated analysis of vehicle interactions and collisions. Communication présentée à 89th Annual Meeting of the Transportation Research Board, Washington, D.C.
  - Khanloo, B.Y.S., Stefanus, F., Ranjbar, M., Li, Z.-N., Saunier, N., Sayed, T. & Mori, G. (2010). Max-margin offline pedestrian tracking with multiple cues. Communication présentée à 7th Canadian Conference on Computer and Robot Vision (CRV 2010), Ottawa, Ontario (p. 347-353).
- 2009
  - Saunier, N., Sayed, T. & Ismail, K. (2009). An object assignment algorithm for tracking performance evaluation. Communication présentée à 11th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2009), Miami, FLA (p. 9-16).
  - Saunier, N. & Sayed, T. (2009). A prototype system for truck signal priority using video sensors. Communication présentée à Annual Conference of the Transportation Association of Canada, Vancouver, B.C.
  - Ismail, K., Sayed, T. & Saunier, N. (2009). Automated collection of pedestrian data using computer vision techniques. Communication présentée à 88th Annual Meeting of the Transportation Research Board, Washington, D.C. (p. 1122).
  - Ismail, K., Sayed, T. & Saunier, N. (2009). Automated pedestrian safety analysis using video data in the context of scramble phase intersections. Communication présentée à Annual Conference of the Transportation Association of Canada, Vancouver, B.C.
  - Saunier, N. & Kang, W. (2009). Truck signal priority. Communication présentée à 2009 ITE Quad Conference, Vancouver, BC.
- 2008
  - Saunier, N. & Sayed, T. (2008). A probabilistic framework for the automated analysis of the exposure to road collision. Communication présentée à Transportation Research Board Annual Meeting Compendium of Papers, Washington, D.C.
  - Saunier, N. & Sayed, T. (2008). Vision-based road safety analysis. Communication présentée à 10th International IEEE Conference on Intelligent Transportation Systems, Seattle, USA.
- 2007
  - Saunier, N. & Sayed, T. (2007). Automated road safety analysis using video data. Communication présentée à Transportation Research Board Annual Meeting Compendium of Papers, Washington, D.C.
  - Saunier, N., Sayed, T. & Lim, C. (2007). Probabilistic collision prediction for vision-based automated road safety analysis. Communication présentée à 10th International IEEE Conference on Intelligent Transportation Systems, Seattle, USA (p. 872-878). Tiré de https://doi.org/10.1109/ITSC.2007.4357793
- 2006
  - Saunier, N. & Sayed, T. (2006). A feature-based tracking algorithm for vehicles in intersections. Communication présentée à Canadian Conference on Computer and Robot Vision, Québec, Canada.
  - Saunier, N. & Sayed, T. (2006). Clustering Vehicle trajectories with hidden Markov models. Application to automated traffic safety analysis. Communication présentée à International Joint Conference on Neural Networks, Vancouver (p. 4132-4138). Tiré de https://doi.org/10.1109/IJCNN.2006.246960
  - Saunier, N. & Sayed, T. (2006). Vehicle trajectories clustering with dynamic bayesian networks for traffic safety analysis. Communication présentée à International Joint Conference on Neural Networks, IEEE, Vancouver, Canada.
- 2004
  - Saunier, N., Midenet, S. & Grumbach, A. (2004). Apprentissage incrémental par sélection de données dans un flux pour une application de sécurité routière. Communication présentée à Conférence d'Apprentissage, Montpellier, France (p. 239-251).
  - Saunier, N., Midenet, S. & Grumbach, A. (2004). Stream-based Learning through data selection in a road safety application. Communication présentée à STAIRS 2004, Proceedings of the Second Starting AI Researchers' Symposium, Valencia, Spain (p. 107-117).
- 2003
  - Saunier, N., Midenet, S. & Grumbach, A. (2003). Automatic detection of vehicle interactions in a signalized intersection. Communication présentée à 16^th International Cooperation on Theories and Concepts in Traffic Safety Workshop, Soesterberg, The Netherlands.
Livres (2)
- 2014
  - Cloutier, M.-S., Auberlet, J.-M., Bruneau, J.-F., Dommes, A., Granié, M.-A., Paquin, S., Saunier, N., Serre, T. & Torres, J. (édit.). (2014). La ville sous nos pieds: Connaissances et pratiques favorables aux mobilités piétonnes: Actes du 4e Colloque francophone international du GERI COPIE, 20‐22 novembre 2013, Montréal, Canada. Montréal, Québec: Institut national de la recherche scientifique, Centre Urbanisation Culture Société. Tiré de http://www.copie.ucs.inrs.ca/Actes_colloques_COPIE_VF.pdf
- 2010
  - Saunier, N. (2010). Incidence de la régulation d'un carrefour à feux sur le risque routier : Apprentissage d'indicateurs par sélection de données dans un flux. Éditions universitaires européennes.
Chapitres de livre (1)
- 2012
  - Saunier, N., Edara, P. & Baik, H. (2012). Transportation safety analysis. Dans Chowdhury, M., Sadek, A.W., Abu-Lebdeh, G., McBride, J. & Williams, B. (édit.), Artificial intelligence applications to critical transportation issues, Transportation Research Board (p. 93-105). Washington, DC: Transportation Research Board.
Rapports (39)
- 2018
  - Saunier, N., Nouri, P., Bélisle, F. & Morency, C. (2018). Evaluating the impacts of connected vehicles on GHG emissions : how to transfer the results from the literature (Rapport n° CIRRELT-2018-11). Centre interuniversitaire de recherche sur les réseaux d'entreprise, la logistique et le transport (CIRRELT). Tiré de http://www.cirrelt.ca/DocumentsTravail/CIRRELT-2018-11.pdf
  - Tousignant, M.-A., Côté, M., Kalache, K., Barnet, M., Saunier, N. & Bélisle, F. (2018). Services professionnels pour la Ville de Montréal face à la question des véhicules connectés et autonomes dans le cadre de la mise à jour du plan de transport 2008. Ville de Montréal.
- 2017
  - Gomaa Mohamed, M. & Saunier, N. (2017). Applications of multi-level pattern learning to traffic scene interpertation and anomaly detection (Rapport n° CIRRELT-2017-48). Montréal, Quebec: Centre interuniversitaire de recherche sur les réseaux d'entreprise, la logistique et le transport. Tiré de https://www.cirrelt.ca/DocumentsTravail/CIRRELT-2017-48.pdf
  - Hatzopoulou, M., Miranda-Moreno, L.F., Morency, C., Saunier, N., Patterson, Z., Trépanier, M., Shekarrizfard, M., Stipancic, J., Alam, A., Badran, A., Faucher, J., Gaudette, P., Harding, C. & Zahabi, A. (2017). Circulation et qualité de l'air - parachèvement de l'Autoroute 25: Rapport Final: Rapport général, période : 2011- 2014. McGill University, Polytechnique Montréal and Concordia University.
  - Morency, C., Saunier, N., Nouri, P. & Bélisle, F. (2017). Évaluation des bénéfices environnementaux potentiels des véhicules connectés au Canada. Polytechnique Montréal.
  - Chang, A., Saunier, N. & Laureshyn, A. (2017). Proactive methods for road safety analysis (Rapport n° WP-0005). SAE International. Tiré de http://papers.sae.org/wp-0005/
- 2016
  - Miranda-Moreno, L.F., Morse, P. & Saunier, N. (2016). Rapport d'étape 1: Révision des normes relatives aux panneaux à messages variables en fonction du nouveau contexte d'utilisation et des nouvelles technologies utilisées. McGill University et Polytechnique Montréal.
  - Laureshyn, A., Jonsson, C., De Ceunynck, T., Svensson, Å., de Goede, M., Saunier, N., Włodarek, P., van der Horst, R. & Daniels, S. (2016). Review of current study methods for VRU safety: Appendix 6 - Scoping review: surrogate measures of safety in site-based road traffic observations (Rapport n° 635895). Warsaw University of Technology, Poland. Tiré de http://www.indev-project.eu/InDeV/EN/Documents/pdf/2-1-4.pdf
  - Morin, E., Bruneau, J.-F., Bertin-Bénié, G., Saunier, N., Boujilali, N., Abraham, É., Dufort, J., Trudel, P., Bellavance, F., Miranda-Moreno, L.F. & Saad, F. (2016). Stratégie d'expérimentation de systèmes d'adaptation intelligente de la vitesse et d'enregistreurs de données de vitesse (Rapport n° R737). Transports Québec.
- 2015
  - Miranda-Moreno, L., Saunier, N., Zangenehpour, S. & Nosal, T. (2015). Analysis of the impact of the Côte-Ste-Catherine bidirectional bicycle track on the safety of cyclists and pedestrians. City of Montréal.
  - Hatzopoulou, M., Miranda-Moreno, L.F., Morency, C., Saunier, N., Patterson, Z., Trépanier, M., Alam, A., Faucher, J., Shekarrizfard, M. & Stipancic, J. (2015). Circulation et qualité de l'air - parachèvement de l'Autoroute 25: quatrième rapport: rapport de suivi 2013-2014 Troisième année d'opération: 24 mai 2013 au 23 mai 2014. McGill University, Polytechnique Montréal and Concordia University.
  - Hatzopoulou, M., Miranda-Moreno, L., Morency, C., Saunier, N., Patterson, Z., Trépanier, M., Alam, A., Faucher, J., Shekarrizfard, M. & Stipancic, J. (2015). Circulation et qualité de l'air, Parachèvement de l'Autoroute 25: Troisième rapport: rapport de suivi 2012-2013 Deuxième année d'opération: 24 mai 2012 au 23 mai 2013. McGill University, Polytechnique Montréal and Concordia University.
  - Saunier, N., Lacoffe, A., Bourdeau, J.-S. & Trépanier, M. (2015). Projet de recherche portant sur les interrelations des principaux facteurs influençant ou pouvant influencer la qualité du marquage (durabilité et rétroréflexion). Polytechnique Montréal.
  - Saunier, N., Soto, F., Cloutier, M.-S., Dussault, G., Rondier, P., Séguin, R., Miranda-Moreno, L., Morency, P. & Bellavance, F. (2015). Projet pilote de diagnostic et plan d'action de sécurité routière en milieu municipal. Polytechnique Montréal et le Centre Urbanisation Culture Société de l'Institut national de la recherche scientifique (INRS).
  - Saunier, N., St-Aubin, P., Burns, S., Perdomo, M.C., Bourdeau, J.-S., Miranda-Moreno, L.F., Patterson, Z. & Ismail, K. (2015). Sécurité des carrefours giratoires: Rapport final de recherche. Polytechnique Montréal, Université McGill, Université Concordia, Université Carleton.
- 2014
  - Bélanger, J., Morency, C., Gourdeau, R., Saunier, N. & Trépanier, M. (2014). Avis professionnel sur les enjeux technologiques d'un système de tarification kilométrique sur le territoire de la Communauté Métropolitaine de Montréal. Polytechnique Montréal.
  - Hatzopoulou, M., Miranda-Moreno, L., Morency, C., Saunier, N., Patterson, Z., Trépanier, M., Alam, A., Badran, A., Faucher, J., Gaudette, P., Harding, C., Martellozzo, F. & Shekarrizfard, M. (2014). Circulation et qualité de l'air, parachèvement de l'autoroute 25: Second rapport : rapport de suivi 2011-2012, Première année d'opération : 24 mai 2011 au 23 mai 2012. McGill University, Polytechnique Montréal and Concordia University.
  - Saunier, N., Lacoffe, A., Bourdeau, J.-S. & Trépanier, M. (2014). Projet de recherche portant sur les interrelations des principaux facteurs influençant ou pouvant influencer la qualité du marquage (durabilité et rétroréflexion) : rapport final. Polytechnique Montréal.
- 2013
  - Hatzopoulou, M., Miranda-Moreno, L., Morency, C., Saunier, N., Patterson, Z., Trépanier, M., Alam, A., Badran, A., Faucher, J., Gaudette, P., Harding, C., Martellozzo, F. & Shekarrizfard, M. (2013). Circulation et qualité de l'air, Parachèvement de l'Autoroute 25: Premier rapport: état de référence. McGill University, Polytechnique Montréal and Concordia University.
  - Paquette, S., Saunier, N., Gagnon, C., Domon, G., Bergeron, J., Nortier, J. & Lacoste, S. (2013). Enjeux de paysage et sécurité routière en contexte de traversée d'agglomération. Rapport final. Chaire en paysage et environnement de l'Université de Montréal.
  - Saunier, N., Trépanier, M. & Orselli, C. (2013). Projet de recherche portant sur les interrelations des principaux facteurs influençant ou pouvant influencer la qualité du marquage (durabilité et rétroréflexion) : rapport d'étape. Polytechnique Montréal.
  - Saunier, N., Soto, F., Cloutier, M.-S., Dussault, G., Rondier, P., Eluru, N., Miranda-Moreno, L., Morency, P. & Bellavance, F. (2013). Projet pilote de diagnostic et plan d'action de sécurité routière en milieu municipal: Rapport d'étape 1. Polytechnique Montréal et l'Institut National de la Recherche Scientifique.
  - Hatzopoulou, M., Miranda-Moreno, L.F., Saunier, N., Morency, C., Trépanier, M. & Patterson, Z. (2013). Traffic and air quality impact in highway 25. Ministère des Transports du Québec.
- 2012
  - Jodoin, J., -P., Bilodeau, G.-A. & Saunier, N. (2012). Background subtraction based on local shape. Tiré de http://arxiv.org/pdf/1204.6326v2.pdf
  - Miranda-Moreno, L., Hatzopoulou, M., Morency, C., Patterson, Z., Saunier, N. & Trépanier, M. (2012). Circulation et qualité de l'air: parachèvement de l'autoroute 25 (Rapport n° MTQ-MDDEP).
  - Paquette, S., Saunier, N., Gagnon, C., Domon, G., Bergeron, J., Nortier, J. & Lacoste, S. (2012). Enjeux de paysage et sécurité routière en contexte de traversée d'agglomération (EPSR). Chaire en paysage et environnement de l'Université de Montréal.
  - Miranda-Moreno, L., St-Aubin, P. & Saunier, N. (2012). Étude concernant l'utilisation d'une ligne continue de délimitation à gauche de la voie 1 (LGGV1) vis-à-vis des entrées et des sorties d'autoroutes.
  - Brosseau, M., Carrasquilla, A. & Saunier, N. (2012). Pavement marking retroreflectivity in cold regions : survey of practices (Rapport n° CIRRELT-2012-67).
  - Saunier, N., Brosseau, M. & Carrasquilla, A. (2012). Revue de littérature et recensement auprès des administrations voisines sur l'existence d'une problématique de rétroréflexion et sur les moyens mis en place pour assurer une rétroréflexion d'une durée supérieure à une année.
- 2011
  - Paquette, S., Gagnon, C., Domon, G., Saunier, N., Nortier, J. & Bergeron, J. (2011). Enjeux de paysage et sécurité routière en contexte de travaersée d'agglomération. Activité 1, Mise à jour des connaissances, des bonnes pratiques et des expériences exemplaires.
  - Morency, C., Trépanier, M. & Saunier, N. (2011). Évaluation des enjeux analytiques et des potentialités des données de temps de parcours pour mesurer la fiabilité du réseau routier montréalais.
- 2010
  - Saunier, N. & Midenet, S. (2010). Automatic estimation of the exposure to lateral collision in signalized intersections using video sensors. Tiré de http://arxiv.org/pdf/1012.4776v1.pdf
- 2009
  - Saunier, N., Ismail, K. & Sayed, T. (2009). Automated road safety analysis: Video-based road user classification. University of British Columbia.
  - Saunier, N., Ismail, K. & Sayed, T. (2009). Camera calibration for automated road safety analysis using video sensors. University of British Columbia.
  - Tarko, A., Davis, G.A., Saunier, N., Sayed, T. & Washington, S. (2009). Surrogate measures of safety. ANB20(3) Subcommittee on Surrogate Measures of Safety.
- 2008
  - Saunier, N., Kang, W., Sayed, T. & Lim, C. (2008). Truck Signal Priority. University of British Columbia.
- 2006
  - Saunier, N. & Sayed, T. (2006). Automated road safety analysis using video sensors. University of British Columbia.
- 2001
  - Saunier, N. (2001). Interactions multimodales et mondes virtuels. Paris: Télécom ParisTech.
- 2000
  - Saunier, N. (2000). Automatic adaptation of learning parameters in reinforcement learning. Kyoto, Japan: ATR International.
Thèses (1)
- 2005
  - Saunier, N. (2005). Incidence de la régulation d'un carrefour à feux sur le risque des usagers ; Apprentissage d'indicateurs par sélection de données dans un flux (Thèse de doctorat, ENST Paris). Tiré de https://tel.archives-ouvertes.fr/tel-00009447/

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Nicolas Saunier (215)