DocumentCode
2841954
Title
A FPGA based driver drowsiness detecting system
Author
Wang, Fei ; Qin, Huabiao
Author_Institution
Sch. of Electron. & Inf. Eng., South China Univ. of Technol., Guangzhou, China
fYear
2005
fDate
14-16 Oct. 2005
Firstpage
358
Lastpage
363
Abstract
A large number of traffic accidents are caused by the driver fatigue or drowsiness. These misfortunes can be avoided by keeping a close watch on tired characters of the driver and making a warning signal immediately. This function is implemented by a FPGA based vehicle driver surveillance system presented in this paper. Several well-known image processing algorithms like gray scale projection, edge detection with Prewitt operator and complexity function are combined together to judge whether the driver has his eyes closed. Their hardware architectures have been modeled using the Altera DSPBuilder and integrated as a co-processor to the main Nios II processor which controls the whole system. All of the algorithm hardware implementations have been achieved in a parallel and pipelined way and discussed in detail. The final system is based on the Altera Stratix II EP2S60 FPGA devices and has been proved to meet the basic requirements of drowsiness detection.
Keywords
edge detection; field programmable gate arrays; parallel processing; pipeline processing; road safety; road vehicles; surveillance; FPGA; driver drowsiness detecting system; edge detection; gray scale projection; image processing algorithms; pipeline processing; vehicle driver surveillance system; Eyes; Fatigue; Field programmable gate arrays; Hardware; Image edge detection; Image processing; Road accidents; Surveillance; Vehicle driving; Watches;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Electronics and Safety, 2005. IEEE International Conference on
Print_ISBN
0-7803-9435-6
Type
conf
DOI
10.1109/ICVES.2005.1563673
Filename
1563673
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