DocumentCode
3030004
Title
Lane detection system based on software and hardware codesign
Author
Jeng, Ming-Jer ; Guo, Chung-Yen ; Shiau, Bo-Cheng ; Chang, Liann-Be ; Hsiao, Pei-Yung
Author_Institution
Dept. of Electron. Eng., Chang Gung Univ., Taoyuan
fYear
2009
fDate
10-12 Feb. 2009
Firstpage
319
Lastpage
323
Abstract
In this paper, we present a lane detection system (LDS) based on software and hardware codesign. In combining both hardware and software designs, it can achieve a real time lane detection within a processing time of less than 50 ms. The hardware implemented by FPGA chip captures the lane image from CCD camera within a time less 10 ms, which is faster than by software captures. In software design, the global edge detection is able to transfer the gray level image to binary pattern and show the edge of the object. Then, using this binary pattern find out the traffic lane location with following algorithm like the peak-finding and grouping, edge connecting, lane segment combination, lane boundaries selection. The lane departure warning algorithm detects the vehicle whether in traffic lane and judges whether sends out the warning. Experimental results demonstrate a quite good accuracy in lane detection whether at day or night condition.
Keywords
CCD image sensors; edge detection; field programmable gate arrays; hardware-software codesign; image segmentation; object detection; traffic engineering computing; CCD camera; FPGA chip; global edge detection; lane boundaries selection; lane detection system; lane segment combination; software-hardware codesign; traffic lane location; Charge coupled devices; Charge-coupled image sensors; Field programmable gate arrays; Hardware; Image edge detection; Image segmentation; Joining processes; Software design; Software systems; Vehicle detection; Global edge detector; Lane departure warning algorithm; Lane detection system; component;
fLanguage
English
Publisher
ieee
Conference_Titel
Autonomous Robots and Agents, 2009. ICARA 2009. 4th International Conference on
Conference_Location
Wellington
Print_ISBN
978-1-4244-2712-3
Electronic_ISBN
978-1-4244-2713-0
Type
conf
DOI
10.1109/ICARA.2000.4803972
Filename
4803972
Link To Document