Title :
PTZ camera pose estimation by tracking a 3D target
Author :
Hrabar, Stefan ; Corke, Peter ; Hilsenstein, Volker
Author_Institution :
Australian Res. Centre for Aerosp. Autom. (ARCAA), Eagle Farm, QLD, Australia
Abstract :
We present a technique for estimating the 6DOF pose of a PTZ camera by tracking a single moving target in the image with known 3D position. This is useful in situations where it is not practical to measure the camera pose directly. Our application domain is estimating the pose of a PTZ camera so that it can be used for automated GPS-based tracking and filming of UAV flight trials. We present results which show the technique is able to localize a PTZ after a short vision-trackshort vision-tracked flight,ed flight, and that the estimated pose is sufficiently accurate for the PTZ to then actively track a UAV based on GPS position data.
Keywords :
Global Positioning System; aircraft control; image sensors; mobile robots; pose estimation; remotely operated vehicles; robot vision; target tracking; 3D target tracking; PTZ camera pose estimation; UAV flight trials; automated GPS-based tracking; short vision-tracked flight; Cameras; Estimation; Global Positioning System; Optimization; Position measurement; Robot vision systems; Three dimensional displays; PTZ camera; Visual tracking; camera pose estimation; numerical optimization;
Conference_Titel :
Robotics and Automation (ICRA), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-386-5
DOI :
10.1109/ICRA.2011.5980380