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
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;
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
DOI :
10.1109/IVCNZ.2008.4762094