Cielniak, Grzegorz and Duckett, Tom and Lilienthal, J. Achim (2007) Improved data association and occlusion handling for vision-based people tracking by mobile robots. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), October 29 - November 2, San Diego, CA, USA.
|Item Type:||Conference or Workshop Item (Paper)|
|Divisions:||College of Science > School of Computer Science|
|Abstract:||This paper presents an approach for tracking multiple persons using a combination of colour and thermal vision sensors on a mobile robot. First, an adaptive colour model is incorporated into the measurement model of the tracker. Second, a new approach for detecting occlusions is introduced, using a machine learning classifier for pairwise comparison of persons (classifying which one is in front of the other). Third, explicit occlusion handling is then incorporated into the tracker.|
|Date Deposited:||23 Mar 2009 16:11|
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