Ponencias en congresos:
Pedestrian Trajectory Prediction in Large Infrastructures A Long-term Approach based on Path Planning
Pedestrian Trajectory Prediction in Large Infrastructures A Long-term Approach based on Path Planning
Año:2016
Áreas de investigación
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Automática
Datos
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Descripción
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| This paper presents a pedestrian trajectory prediction technique. Its mail novelty is that it does not require any previous observation or knowledge of pedestrian trajectories, thus making it useful for autonomous surveillance applications. The prediction requires only a set of possible goals, a map of the scenario and the initial position of the pedestrian. Then, it uses two different path planing algorithms to find the possible routes and transforms the similarity between observed and planned routes into probabilities. Finally, it applies a motion model to obtain a time-stamped predicted trajectory. The system has been used in combination with a pedestrian detection and tracking system for real-world tests as well as a simulation software for a large number of executions. | |
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Internacional
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Si |
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Nombre congreso
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ICINCO 2016 13th International Conference on Informatics in Control, Automation and Robotics, 3 |
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Tipo de participación
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960 |
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Lugar del congreso
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Lisboa- Portugal |
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Revisores
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Si |
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ISBN o ISSN
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978-989-758-198-4 |
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DOI
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10.5220/0005983303810389 |
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Fecha inicio congreso
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29/07/2016 |
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Fecha fin congreso
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31/07/2016 |
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Desde la página
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381 |
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Hasta la página
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389 |
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Título de las actas
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Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics, |
Participantes
- Autor: Mario Andrei Garzon Oviedo (UPM)
- Autor: David Garzon-Ramos (Universidad Politécnica de Madrid)
- Autor: Antonio Barrientos Cruz (UPM)
- Autor: Jaime del Cerro Giner (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
- Creador: Grupo de Investigación: Robótica y Cibernética
- Centro o Instituto I+D+i: Centro de Automática y Robótica (CAR). Centro Mixto UPM-CSIC
- Departamento: Automática, Ingeniería Eléctrica y Electrónica e Informática Industrial
S2i 2023 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)