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Título: | On reasoning over tracking events |
Autor: | Rowe, Daniel; Gonzàlez, Jordi; Huerta, Iván; Villanueva, Juan J. | Palabras clave: | Pattern recognition: Computer vision Computer vision |
Fecha de publicación: | 2007 | Editor: | Springer Nature | Citación: | Image Analysis: 502-511 (2007) | Serie: | Lecture Notes in Computer Science 4522 | Resumen: | High-level understanding of motion events is a critical task in any system which aims to analyse dynamic human-populated scenes. However, current tracking techniques still do not address complex interaction events among multiple targets. In this paper, a principled event-management framework is proposed, and it is included in a hierarchical and modular tracking architecture. Multiple-target interaction events, and a proper scheme for tracker instantiation and removal according to scene events, are considered. Multiple-target group management allows the system to switch among different operation modes. Robust and accurate tracking results have been obtained in both indoor and outdoor scenarios, without considering a-priori knowledge about either the scene or the targets based on a previous training period. | Descripción: | Presentado al 15th Scandinavian Conference on Image Analysis (SCIA-2007) celebrado en Aalborg (Dinamarca) del 10 al 14 de junio. | Versión del editor: | http://dx.doi.org/10.1007/978-3-540-73040-8_51 | URI: | http://hdl.handle.net/10261/30359 | DOI: | 10.1007/978-3-540-73040-8_51 | ISBN: | 978-3-540-73039-2 |
Aparece en las colecciones: | (IRII) Libros y partes de libros |
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On reasoning over.pdf | 977,95 kB | Adobe PDF | Visualizar/Abrir |
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