Title :
Hardware-in-the-loop testing of computer vision based driver assistance systems
Author :
Nentwig, Mirko ; Stamminger, Marc
Author_Institution :
Hardware-in-the-Loop Functional Testing, Audi AG, Ingolstadt, Germany
Abstract :
In this research paper we investigate the applicability of real-time generated computer graphics for mono camera lane and vehicle detection algorithms. First we introduce a developed hardware-in-the-loop simulator and describe two solutions for the input of the synthetic images. Then the creation of the camera and environment model used for the tests is focused. Therefore first requirements hold by the lane and vehicle detection algorithms are mentioned and different fields of application are described. Finally we demonstrate the applicability on three scenarios derived from real test drives and compare the results to reality.
Keywords :
cameras; computer vision; driver information systems; object detection; traffic engineering computing; computer vision based driver assistance systems; environment model; hardware-in-the-loop simulator; hardware-in-the-loop testing; monocamera lane; real-time generated computer graphics; synthetic images; vehicle detection; Cameras; Computational modeling; Real time systems; Roads; Testing; Vehicle detection; Vehicles;
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2011 IEEE
Conference_Location :
Baden-Baden
Print_ISBN :
978-1-4577-0890-9
DOI :
10.1109/IVS.2011.5940567
