DocumentCode
2494492
Title
Implementation of real-time pedestrian detection on FPGA
Author
Cao, Tam Phuong ; Deng, Guang ; Mulligan, David
Author_Institution
Dept. of Electron. Eng., Latrobe Univ., Bundoora, VIC
fYear
2008
fDate
26-28 Nov. 2008
Firstpage
1
Lastpage
6
Abstract
Every year, many pedestrians are killed or seriously injured due to car accidents. A pedestrian recognition and warning system could save lives by warning the driver about a possible pedestrian hazard. Although significant progress in research for such systems has been reported, these systems are yet to be implemented in vehicles. In this paper, we review some major pedestrian detection systems and identify the challenges that a real-time pedestrian recognition system has to overcome. We also discuss some positive experimental results using a modified pedestrian detection algorithm that is suitable for implementation on a Field Programmable Gate Array (FPGA) platform.
Keywords
alarm systems; field programmable gate arrays; object recognition; FPGA; car accidents; pedestrian recognition; pedestrian warning system; real-time pedestrian detection; Cameras; Detection algorithms; Face detection; Field programmable gate arrays; Head; Humans; Leg; Sensor systems; Vehicles; Video surveillance; FPGA; image processing; pedestrian detection; vision-based safety;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Vision Computing New Zealand, 2008. IVCNZ 2008. 23rd International Conference
Conference_Location
Christchurch
Print_ISBN
978-1-4244-3780-1
Electronic_ISBN
978-1-4244-2583-9
Type
conf
DOI
10.1109/IVCNZ.2008.4762094
Filename
4762094
Link To Document