TY  - EJOUR
AB  - It has been shown that multi-people tracking could be successfullly formulated as a Linear Program to process the output of multiple fixed and synchronized cameras with overlapping fields of view. In this paper, we extend this approach to the more challenging single-camera case and show that it yields excellent performance, even when the camera moves. We validate our approach on a number of basketball matches and argue that using a properly retrained people detector is key to producing the probabilities of presence that are used as input to the Linear Program.
T1  - Tracking Multiple Players using a Single Camera
DA  - 2013
AU  - Ben Shitrit, Horesh
AU  - Raca, Mirko
AU  - Fleuret, François
AU  - Fua, Pascal
JF  - Machine Vision and Applications
PB  - Springer Verlag
ID  - 182800
KW  - Monocular Tracking
SN  - 0932-8092
UR  - http://infoscience.epfl.ch/record/182800/files/top.pdf
ER  -