Title :
Motion detection of vehicles based on FPGA
Author :
Menezes, G.G.S. ; Silva-Filho, A.G.
Author_Institution :
Inf. Center (CIn), Fed. Univ. of Pernambuco (UFPE), Recife, Brazil
Abstract :
In this paper a hardware approach for evaluating motion detection of vehicles on transit roads was proposed. A motion detection method is used through computational vision with a fixed camera which is based on the difference between the current image and a reference image of the environment that is being monitored. Results are compared with a software approach in order to validate and show the effectiveness of a hardware approach. Experiments based on real vehicle images in roads were performed and results are 7.5 times faster by using a reconfigurable hardware approach as compared to the same application in a software approach. The results were also compared with another hardware approach for motion detection and a performance improvement of about 66% was observed in the image processing.
Keywords :
computer vision; field programmable gate arrays; motion estimation; road traffic; traffic engineering computing; computational vision; field programmable gate array; image processing; reconfigurable hardware approach; software approach; transit roads; vehicle motion detection; Application software; Cameras; Computer vision; Field programmable gate arrays; Hardware; Monitoring; Motion detection; Road vehicles; Software performance; Vehicle detection;
Conference_Titel :
Programmable Logic Conference (SPL), 2010 VI Southern
Conference_Location :
Ipojuca
Print_ISBN :
978-1-4244-6309-1
DOI :
10.1109/SPL.2010.5483022