DocumentCode
600142
Title
An improved obstacle detection using optical flow adjusting based on inverse perspective mapping for the vehicle safety
Author
Chin-Yi He ; Chao-Tse Hong ; Rong-Chin Lo
Author_Institution
Grad. Inst. of Comput. & Commun. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear
2012
fDate
4-7 Nov. 2012
Firstpage
85
Lastpage
89
Abstract
In this paper, we implement a method to detect obstacles around the vehicle by optical flow computation based on inverse perspective mapping. However, this approach had been proposed and used on the vehicle. But this approach is limited on a trajectory of the vehicle which moves along with a straight line. If the trajectory of the vehicle moves along with an arc line, the optical flow values will inconsistent in the left side and in the right side of this image which causes mistakes in obstacle detection. So we propose a method to improve this problem which uses the trajectory of vehicle to calculate the center of turning circle. And the center of turning circle can be used to adjust the inconsistent with optical flow values. After our improvement, the optical flow values can keep consistence even if the trajectory is along with an arc line.
Keywords
image sequences; object detection; road safety; road vehicles; traffic information systems; arc line; improved obstacle detection; inverse perspective mapping; optical flow computation; turning circle center; vehicle safety; vehicle trajectory; Adaptive optics; Computer vision; Image motion analysis; Optical imaging; Optical signal processing; Turning; Vehicles; inverse perspective mapping; obstacle detection; optical flow; surround view; vehicle trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Signal Processing and Communications Systems (ISPACS), 2012 International Symposium on
Conference_Location
New Taipei
Print_ISBN
978-1-4673-5083-9
Electronic_ISBN
978-1-4673-5081-5
Type
conf
DOI
10.1109/ISPACS.2012.6473458
Filename
6473458
Link To Document