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基于TMS320DM643的驾驶员疲劳检测系统的实现 被引量:4

Implementation of Driver's Fatigue Detection System Based on TMS320DM643
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摘要 以德州仪器(TI)推出的多媒体图像处理器TMS320DM643作为核心单元,设计了一个单通道的视频采集分析存储系统。基于此系统提出了将PERCLOS测量方法在DSP上实现的方法,并给出了程序流程。设计此系统的目的是为了减少因疲劳驾驶而产生的交通事故的发生率。实验得出,文中提出的方法克服了传统的驾驶员疲劳检测系统需要在驾驶员身上安装测量装置或者需要驾驶员周期性重复某项动作的弊端。该系统疲劳检测准确率较高,可用于火车、长途客货车驾驶员防瞌睡,降低交通事故发生率。 In this paper, a single- channel video collection, analysis and memory system is deigned, multimedia image prccessor TMS320SM643 as its core. The method that the PERCLOS measurement realized on DSP is introduced ,and the procedure flow is given. The destination is to reduce the incidence. The drawback of traditional driver's fatigue detection system which need to install measuring device and repeat periodical movement on driver is overcome . Experimantal results show that the fatigue detection rate in this system is high, and it can prevent driver of train and long - distance vehicle from dozing in order to reduce the incidence of traffic accidents.
出处 《计算机技术与发展》 2009年第11期242-245,共4页 Computer Technology and Development
基金 陕西省自然科学基金项目(2005F50)
关键词 TMS320DM643 PERCLOS 疲劳检测 肤色分割 TMS320DM643 PERCLOS fatigue detection skin color segmentation
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  • 1潘慧峰,杜干.多姿态人脸识别的改进PCA方法[J].微计算机信息,2006(06Z):297-298. 被引量:7
  • 2公安部..交通事故统计[EB/OL]..http://www.safety.com.cn/jiaotong/jt05.asp number=jt051d,,2004-08-16/2005-04-02..
  • 3David F, Richard D. PERCLOS: A valid psychophysiological measure of alertness as assessed by psychomotor vigilance[EB/OL]. http://www.fmcsa.dot.gov,2005-04-02.
  • 4Yuille A, Hallinan P, Cohen D. Feature Extraction from Faces Using Deformable Templates [J]. Computer Vision, 1992, 8(2):99-111.
  • 5刘建,关华.基于TMS320DM642的MPEG4编码器的设计与实现[J].现代电子技术,2007,30(13):68-70. 被引量:3
  • 6刘涛,钟晓峰,许希斌.NDK在视频传输系统中的应用[J].微计算机信息,2007,23(03Z):1-2. 被引量:2
  • 7章毓晋.图像工程:图像处理和分析[M].清华大学出版社,1999..
  • 8张雪松 倪国强 周立伟 等.带有DSP芯片的新型实时数字图像处理系统.光学技术,1997,(4):16-18.
  • 9Downton A, Crookes D. Parallel Architectures for Image Processing[J]. Electronics&Communication Engineering Journal, 1998,10(3) :139 - 151.
  • 10任丽香.TMS320c6000DSPs的原理与应用[M].北京:电子工业出版社,2000.

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  • 1江珂,王玲.运用肤色信息和模板匹配的彩色人脸检测[J].中国测试技术,2006,32(1):53-55. 被引量:6
  • 2郑秀玲,宋少锋.客运机车乘务员视觉功能状况的研究[J].中国行为医学科学,2006,15(9):834-835. 被引量:4
  • 3胡涛,刘刚.驾驶员眼部状态检测研究[J].计算机工程与应用,2006,42(34):211-213. 被引量:1
  • 4王晶,游志胜,钟灵.基于ROI块匹配的全景图像拼接鲁棒性方法[J].计算机应用研究,2007,24(1):229-231. 被引量:3
  • 5DEVI M S,BAJAJ P R. Driver fatigue detection based on eye tracking [ C]//Proc. First International Conference on Emerging Trends in Engi- neering and Technology. [ S. l] :IEEE Computer Soeiety,2008(17) :649- 652.
  • 6TI. TMS320DM643 video/imaging fixed-point digital signal processor (SPRS200J) [R]. 2008.
  • 7张起贵,张胜,张刚,等.最新DSP技术-达芬奇系统框架和组件[M].北京:国防工业出版社,2010.
  • 8Baumgartner D, Rossler P, Kubinger W. Performance benchmark of DSP and FPGA implementations of low level vision algorithms[C]//IEEE Conference on Computer Vision and Pattern Recognition, 2007: 1-8.
  • 9Loomans M J, Koeleman C J. Low-complexity wavelet-based scalable image video coding for home-use surveillance[J]. Consumer Electronics, IEEE Transactions on 2011,57(2): 507-515.
  • 10Hong-Man Wang. Target tracking algorithm based on dynamic template and Kalman filter[M]. 2011.

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