DocumentCode :
635950
Title :
FPGA implementation of the V-disparity based obstacles detection approach
Author :
Irki, Zohir ; Bendaoudi, Hamza ; Devy, Michel ; Khouas, Abdelhakim
Author_Institution :
LSN, Ecole Mil. Polytech. (EMP), Algiers, Algeria
fYear :
2013
fDate :
25-28 June 2013
Firstpage :
1104
Lastpage :
1111
Abstract :
In this paper we present an implementation of the whole V-disparity obstacles detection approach on an FPGA component. This approach is based on the use of stereoscopic images for the construction of an image called the V-disparity image from which obstacles can be easily extracted using a particular Hough transform. FPGA represents a good alternative for the use of the approach on an embedded system. The implementation of the approach on an FPGA component requires parallelizing all its steps which are the stereoscopic matching, the V-disparity image construction and obstacles extraction using a unidirectional Hough transform. These steps have been described with VHDL language using the ISE 9.2 software. Finally, the entire approach has been implemented on a Virtex-II type XC2V1000 FG456-4 placed on an RC200 board.
Keywords :
Hough transforms; feature extraction; field programmable gate arrays; hardware description languages; image matching; object detection; stereo image processing; FPGA component; FPGA implementation; ISE 9.2 software; RC200 board; V-disparity based obstacles detection approach; V-disparity image construction; VHDL language; Virtex-II type XC2V1000 FG456-4; obstacles extraction; stereoscopic images; stereoscopic matching; unidirectional Hough transform; Computer architecture; Field programmable gate arrays; Image edge detection; Real-time systems; Stereo image processing; Transforms; CENSUS stereoscopic matching; FPGA; Hough transform; Obstacles detection; V-disparity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control & Automation (MED), 2013 21st Mediterranean Conference on
Conference_Location :
Chania
Print_ISBN :
978-1-4799-0995-7
Type :
conf
DOI :
10.1109/MED.2013.6608859
Filename :
6608859
Link To Document :
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