DocumentCode :
558829
Title :
Hardware architecture design for vehicle detection using a stereo camera
Author :
Jin, Jungdong ; Kim, Dongkyun ; Song, Ji Ho ; Nguyen, Vinh Dinh ; Jeon, Jae Wook
Author_Institution :
Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ., Suwon, South Korea
fYear :
2011
fDate :
26-29 Oct. 2011
Firstpage :
1761
Lastpage :
1765
Abstract :
Vehicle detection systems are increasingly important in providing vehicle road safety. However, many problems remain, such as a limit in the number of vehicles detected, false vehicle detection, and large processing time. Thus, we propose an efficient method for vehicle detection. This paper simulates vehicle detection using a rectified image and a disparity image based on dedicated hardware architecture. Every vehicle detection function, including vehicle corner detection, vehicle region expansion, and vehicle region validation, is implemented using parallel architecture. Our proposed hardware architecture is suitable for real time processing using the dedicated hardware architecture. In addition, we can detect many vehicles in the rectified image and reduce the false detection of vehicles.
Keywords :
cameras; computer architecture; field programmable gate arrays; object detection; road safety; stereo image processing; FPGA; disparity image; false detection; false vehicle detection; hardware architecture design; parallel architecture; rectified image; stereo camera; stereo vision; vehicle corner detection; vehicle region expansion; vehicle region validation; vehicle road safety; Computer architecture; Hardware; Image edge detection; Real time systems; Stereo vision; Vehicle detection; Vehicles; FPGA; hardware architecture; image processing; stereo vision; vehicle detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Conference_Location :
Gyeonggi-do
ISSN :
2093-7121
Print_ISBN :
978-1-4577-0835-0
Type :
conf
Filename :
6106162
Link To Document :
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