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Tracking Extended Objects in Noisy Point Clouds with Application in Telepresence Systems
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ISBN: 1000054248 3731505177 Year: 2016 Publisher: KIT Scientific Publishing

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Abstract

We discuss theory and application of extended object tracking. This task is challenging as sensor noise prevents a correct association of the measurements to their sources on the object, the shape itself might be unknown a priori, and due to occlusion effects, only parts of the object are visible at a given time. We propose an approach to track the parameters of arbitrary objects, which provides new solutions to the above challenges, and marks a significant advance to the state of the art.

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