BAT - a Distributed Meta-tracking System

Kahlesz, Ferenc; Klein, Reinhard

BAT - a Distributed Meta-tracking System

Files

025-032.pdf (209.1 KB)

Date

2008

Authors

Kahlesz, Ferenc
Klein, Reinhard

Publisher

The Eurographics Association

Abstract

This paper describes the design of the 'BAT' (Bonn Articulated Tracker) visual tracking framework. This system allows the easy implementation of real-time, multi-camera motion tracking that can be distributed (also in multithreaded sense) across several computing nodes (or CPU cores). The system in itself does not realize any specific tracking system, but manages a meta-algorithm flow between processing blocks. An actual tracking implementation is realized by specifying the processing blocks through plugins. Depending on the plugins supplied, 'BAT' is capable to instantiate a wide-variety of systems ranging from object-detection methods to model-based deformable object tracking based on time-coherence, allowing also for hybrid algorithms. Being a meta dataflow system , 'BAT' also naturally facilitates sensor fusion. Moreover, it can be used as a testbed to compare and evaluate different kind of tracking algorithms or algorithm substeps.

        @inproceedings{:10.2312/EGVE/EGVE08/025-032
,
booktitle = {Eurographics Symposium on Virtual Environments
},
editor = {Robert van Liere and Betty Mohler
},
title = {{BAT - a Distributed Meta-tracking System
}},
author = {Kahlesz, Ferenc and 
Klein, Reinhard
},
year = {2008
},
publisher = {The Eurographics Association
},
ISSN = {1727-530X
},
ISBN = {978-3-905674-06-4
},
DOI = {/10.2312/EGVE/EGVE08/025-032
}
}