DocumentCode :
2186197
Title :
FPGA implementation for stereo matching algorithm
Author :
Baha, Nadia ; Touzene, Hakim ; Larabi, Slimane
Author_Institution :
Comput. Sci. Dept., Univ. of Sci. & Technol., Algiers, Algeria
fYear :
2013
fDate :
7-9 Oct. 2013
Firstpage :
448
Lastpage :
454
Abstract :
To reach a real-time stereo vision in embedded systems, we propose in this paper, the adaptation and optimization of the well-known Disparity Space Image (DSI) on a single FPGA(Field programmable gate Arrays) that is designed for high efficiency when realized in hardware. An initial disparity map was calculated using the DSI structure and then a median filter was applied to smooth the disparity map. Many methods reported in the literature are mainly restricted to implement the SAD algorithm (Sum of Absolute Differences) on an FPGA. An evaluation of our method is done by comparing the obtained results of our method with a very fast and well-known sum of absolute differences algorithm using hardware-based implementations.
Keywords :
computer vision; embedded systems; field programmable gate arrays; image matching; optimisation; stereo image processing; DSI; FPGA implementation; SAD algorithm; disparity map; disparity space image; embedded systems; field programmable gate arrays; hardware-based implementations; optimization; real-time stereo vision; stereo matching algorithm; sum of absolute differences; Accuracy; Computer architecture; Field programmable gate arrays; Hardware; Image resolution; Real-time systems; Stereo vision; DSI (Disparity Space Image); FPGA; Occlusion; Real-time;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Science and Information Conference (SAI), 2013
Conference_Location :
London
Type :
conf
Filename :
6661777
Link To Document :
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