A low-cost Real-Time FPGA solution for driver drowsiness detection

被引:0
作者
Moreno, F [1 ]
Aparicio, F [1 ]
Hernández, W [1 ]
Páez, J [1 ]
机构
[1] Tech Univ Madrid, Inst Automobile Res INSIA, Madrid 28031, Spain
来源
IECON'03: THE 29TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1 - 3, PROCEEDINGS | 2003年
关键词
automobile; drowsiness detection; FPGA design; real-time;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work the most recent advances in digital image processing techniques has been used to make vehicle drivers face analysis by detecting symptoms of tiredness and distraction in order to prevent sudden risk situations. The results of the experiments show that a large number of car or trucks accidents can be avoided by detecting real-time physical and psychological states of the drivers in normal driving conditions. There are three main objectives in this design: To detect the driver eyelid movements, to detect the number of frames the driver has his eyes closed and to detect when the driver turns right or left (or bows) his head for a long time. Thus, several well known algorithms have been used and optimized for this field of application, such as spatial and temporal filtering, motion detection, optical flow analysis, etc. Digital signal and image processing techniques have been used together. Furthermore, a low-cost Real-Time solution based upon FPGA (ALTERA FLEX 10K30, Field Programmable Gate Array) have been achieved. Moreover, all the laboratory experiments are being carried out on real automobiles and a very low-cost, low-power and Real-Time solution based on ALTERA Cyclone Device (EP1C3) will be available in the short-term.
引用
收藏
页码:1396 / 1401
页数:6
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