Publication
Efficient management of multiple agent tracking through observation handling
Conference Article
Conference
IASTED International Conference on Visualization, Imaging and Image Processing (VIIP)
Edition
6th
Pages
1-6
Doc link
http://www.actapress.com/PaperInfo.aspx?PaperID=28074&reason=500
File
Authors
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Gonzàlez, Jordi
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Rowe, Daniel
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Andrade Cetto, Juan
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Villanueva Pipaón, Juan José
Projects associated
Abstract
Non-supervised multiple-agent tracking is a complex task which demands a structured framework in order to accomplish it. Therefore, this proposal presents a system which is modular and hierarchically organised. It consists in several levels, working in cascade, which are defined according to the different functionalities to be performed. The goal of this work is to implement and experimentally verify a novel image-based algorithm which deals with serious segmentation difficulties, thereby being able to simultaneously perform a reliable tracking of several agents. As a result, agents’ trajectories are obtained, as well as quantitative information about their state at any time, such as their speed or size.
Categories
computer vision.
Author keywords
multiple agent tracking, low level tracking, agent detection
Scientific reference
J. Gonzàlez, D. Rowe, J. Andrade-Cetto and J.J. Villanueva. Efficient management of multiple agent tracking through observation handling, 6th IASTED International Conference on Visualization, Imaging and Image Processing, 2006, Palma de Mallorca, Espanya, pp. 1-6, 2006, ACTA Press, Palma de Mallorca, Espanya.
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