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

Download the digital copy of the doc pdf document

Authors

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.