Title :
A New Vehicle Detection with Distance Estimation for Lane Change Warning Systems
Author :
Wu, Bing-Fei ; Chen, Wei-Hsin ; Chang, Chai-Wei ; Chen, Chao-Jung ; Chung, Ming-Wei
Author_Institution :
Nat. Chiao Tung Univ., Hsinchu
Abstract :
In this paper, the vehicle detection with distance estimation algorithm is proposed by using two CCD cameras mounted on the both side mirrors of our experimental car, TAIWAN iTS-1. The Sobel edge pixels and gray intensity are applied for the lane marking and vehicle detection in our work. A new detection which utilizes a lane prediction technique to reduce the size of the ROI is developed for real-time embedded system applications. The side vehicles can be easily detected by comparing the gray intensity with the road surface. Then, the image coordinate model is utilized for the distance estimation with the detected approaching vehicles. The verified effective distance is 30 m behind the host vehicle. This approach has been successfully implemented on the DSP board for the real-time detection and this system will be extended to the lane change warning system to give drivers alerts to avoid collision.
Keywords :
CCD image sensors; automobiles; collision avoidance; digital signal processing chips; object detection; road safety; CCD cameras; DSP board; Sobel edge pixels; TAIWAN iTS-1 car; collision avoidance; distance estimation; gray intensity; image coordinate model; lane change warning systems; lane prediction technique; real-time embedded system; side vehicles; traffic safety; vehicle detection; Alarm systems; Change detection algorithms; Charge coupled devices; Charge-coupled image sensors; Digital signal processing; Embedded system; Mirrors; Real time systems; Road vehicles; Vehicle detection;
Conference_Titel :
Intelligent Vehicles Symposium, 2007 IEEE
Conference_Location :
Istanbul
Print_ISBN :
1-4244-1067-3
Electronic_ISBN :
1931-0587
DOI :
10.1109/IVS.2007.4290198