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Tracking Extended Objects in Noisy Point Clouds with Application in Telepresence Systems: Dissertationsschrift

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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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Tracking Extended Objects in Noisy Point Clouds with Application in Telepresence Systems: Dissertationsschrift, Florian Faion

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Released
2016
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Title
Tracking Extended Objects in Noisy Point Clouds with Application in Telepresence Systems: Dissertationsschrift
Language
English
Released
2016
Format
Paperback
Pages
230
ISBN10
3731505177
ISBN13
9783731505174
Series
Description
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.