DocumentCode
154770
Title
Design and implementation of an image-based backing assistance system
Author
Yu-Sheng Liao ; Li-You Hsu
Author_Institution
Automotive Res. & Testing Center, Changhua, Taiwan
fYear
2014
fDate
8-11 Oct. 2014
Firstpage
1898
Lastpage
1899
Abstract
This paper proposes an image-based vehicle safety system, which not only provides images of backing car scenarios but also detects obstacles actively at the same time. In this research, image processing techniques are implemented to carry out the goal of obstacle detection. A novel image force field applied on Active Contour Model (ACM) is proposed to segment obstacles fast and efficiently. This system has been implemented on low-cost DSP platform and experiment result shows warning accuracy is 93.12%.
Keywords
digital signal processing chips; image segmentation; object detection; traffic engineering computing; ACM; active contour model; backing car scenario; digital signal processor; image force field; image processing techniques; image-based backing assistance system; image-based vehicle safety system; low-cost DSP platform; obstacle segmentation; Active contours; Equations; Force; Lattices; Mathematical model; Poisson equations; Vectors;
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.2014.6957975
Filename
6957975
Link To Document