DocumentCode
2503889
Title
An effective approach for forward vehicle detection with tracking
Author
Chi, Fu-Hsiang ; Huo, Chih-Li ; Yu, Yu-Hsaing ; Sun, Tsung-Ying
Author_Institution
Dept. of Electr. Eng., Nat. Dong Hwa Univ., Hualien, Taiwan
fYear
2012
fDate
2-5 Oct. 2012
Firstpage
683
Lastpage
686
Abstract
This study presents an effective vehicle detection and tracking approach to deal with forward collision warning (FCW) system. Based on robust lane-marking tracking and vanishing point, a regions of interest (ROI) is created for detecting whether vehicle in the front. The proposed method is implemented in TI DM648 DSP embedded system, and get very good result in the highway. In particular, when the rapid change of the input image color temperature, and road marking can still be ongoing tracking, therefore shows that the presented algorithm is very robust and stable.
Keywords
digital signal processing chips; embedded systems; image colour analysis; object detection; object tracking; FCW; TI DM648 DSP embedded system; forward collision warning; forward vehicle detection; image color temperature; road marking; robust lane-marking tracking; vanishing point; vehicle tracking; Algorithm design and analysis; Computer architecture; Roads; Robustness; Sun; Vehicle detection; Vehicles; Forward Vehicle Detection and Tracking; lanemarkinge;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics (GCCE), 2012 IEEE 1st Global Conference on
Conference_Location
Tokyo
Print_ISBN
978-1-4673-1500-5
Type
conf
DOI
10.1109/GCCE.2012.6379952
Filename
6379952
Link To Document