Title
Robust, Marker-Based Head Tracking for Testing Cognitive Vehicles in the Loop.
Abstract
One of the great challenges for the release of automated vehicles is the verification and evaluation of their cognitive skills. Therefore, Vehicle-in-the-loop testing provides an adequate tool, combining real test drives with simulations. In this paper we present our innovative Vehicle-in-the-loop framework: First, a marker-based head tracking is presented, which is able to track the driver's head in presence of vehicle's movement and illumination influences. Second, we present our realization based on the Open-Source framework ROS with an exemplary coupling to the professional simulation tool CarMaker. Finally, we evaluate our approach in different driving scenarios.
Year
DOI
Venue
2014
10.1007/978-3-319-14249-4_72
ADVANCES IN VISUAL COMPUTING (ISVC 2014), PT 1
Field
DocType
Volume
Computer vision,Computer science,Tracking system,Augmented reality,Cognitive skill,Head tracking,Inertial measurement unit,Artificial intelligence,Cognition
Conference
8887
ISSN
Citations 
PageRank 
0302-9743
0
0.34
References 
Authors
2
6
Name
Order
Citations
PageRank
Marc Rene Zofka1124.48
Ralf Kohlhaas2145.22
Tobias Bär371.57
Sebastian Schwab400.34
Thomas Schamm5378.85
Johann Marius Zöllner613124.29