DocumentCode
154756
Title
Stereo vision based road surface preview
Author
Shen, Tina ; Schamp, Gregory ; Haddad, Mario
Author_Institution
Takata Holdings Inc., USA
fYear
2014
fDate
8-11 Oct. 2014
Firstpage
1843
Lastpage
1849
Abstract
Road surface preview is an application where road surface elevation profile in front of the host vehicle is estimated, whereby bumps and potholes can be detected for active suspension control and roadway maintenance. In this paper, we describe a stereo vision system that performs road surface preview along the host vehicle path. Real-time 3D road surface reconstruction was calculated from stereo range images at centimeter scale to provide elevation profiles along predicted tire tracks. Camera pitch angle is dynamically estimated, which is used to correct elevation errors caused by host vehicle pitching up and down on the roadway. Having been implemented in embedded hardware and tested in passenger vehicles, the described system showed good performance for various road conditions and on different road surfaces (asphalt, concrete, and dirt roads).
Keywords
error correction; image reconstruction; object detection; road vehicles; stereo image processing; traffic engineering computing; active suspension control; bump detection; camera pitch angle estimation; elevation error correction; embedded hardware; host vehicle path; passenger vehicles; pothole detection; real-time 3D road surface reconstruction; road surface elevation profile; roadway maintenance; stereo range images; stereo vision based road surface preview; Cameras; Roads; Stereo vision; Surface reconstruction; Vehicle dynamics; Vehicles; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on
Conference_Location
Qingdao
Type
conf
DOI
10.1109/ITSC.2014.6957961
Filename
6957961
Link To Document