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Detecting and Tracking Moving Objects in Video from an Airborne Observer (1998)
| Venue: | In 1998 Image Understanding Workshop |
BibTeX
@INPROCEEDINGS{Gerard98detectingand,
author = {Isaac Cohen Gerard and Gérard Medioni},
title = {Detecting and Tracking Moving Objects in Video from an Airborne Observer},
booktitle = {In 1998 Image Understanding Workshop},
year = {1998},
pages = {217--222}
}
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Abstract
We address the detection and tracking of moving objects in a video stream obtained from a moving airborne platform. The approach is based on two modules; first compensates the image flow induced by the motion of observation platform to detect moving objects and track these regions using a dynamic template derived from their temporal coherence. A graph representation of these objects allows us to characterize objects trajectories as an optimal search path. We also quantify the performance of such a system by providing a confidence measure reflecting the accuracy of each module. This framework shows that the integration of well known tools and an efficient description of the moving objects can give very accurate detection and tracking of moving objects. 1
