Resolving the ambiguity of real-time multiple object tracking using static cameras Online publication date: Sun, 19-Feb-2012
by A.I. Saleh; A.M. Sarhan; R.K. Elsadek
International Journal of Intelligent Systems Technologies and Applications (IJISTA), Vol. 10, No. 4, 2011
Abstract: Recently, because of its importance in computer vision and surveillance systems, object tracking has progressed rapidly. In this paper a novel strategy for tracking multiple objects using static cameras is introduced, which can be used to grant a cheap, easy installation, and robust tracking system. The proposed tracking strategy is based on scenes captured by static video cameras. Each camera is attached to a workstation that analyses its stream. All workstations are connected to a tracking server, which harmonises the system, collects the data, and creates the output spatial-tempo database. Our contribution comes in two issues. The first is to present a new methodology for transforming the image coordinates of an object to its real coordinates. The second is to offer a flexible event-based object tracking strategy, which has been tested over a CAD of soccer game environment. Preliminary experimental results show the robust performance of the proposed tracking strategy.
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