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Temporally consistent soccer field registration

 
: Linnemann, A.; Gerke, S.; Kriener, S.; Ndjiki-Nya, P.

:

IEEE Signal Processing Society; Institute of Electrical and Electronics Engineers -IEEE-:
20th IEEE International Conference on Image Processing, ICIP 2013. Proceedings : 15-18 September 2013, Melbourne, Australia
Piscataway, NJ: IEEE, 2013
ISBN: 978-1-4799-2341-0
pp.1316-1320
International Conference on Image Processing (ICIP) <20, 2013, Melbourne>
English
Conference Paper
Fraunhofer HHI ()

Abstract
In this paper, a system for temporally consistent registration of a soccer field is proposed. It is implemented using 2D field line and arc detection as well as motion estimation for frames where too few field lines are detected. We show that a combination of these technologies yields more consistent results than common state-of-the-art approaches. As an important additional contribution, a Kalman filter is applied to suppress remaining misdetections. The system is able to register the soccer field with a mean error of 2.53 m regardless of the visible field region.

: http://publica.fraunhofer.de/documents/N-350505.html