DocumentCode
1651776
Title
Research of the fatigue driving real-time monitoring based on DSP
Author
Liu, Yu ; Yang, Jie ; Wu, Peng ; Zhang, Jing-wei
Author_Institution
Sch. of Inf. Eng., Wuhan Univ. of Technol., Wuhan
fYear
2008
Firstpage
418
Lastpage
421
Abstract
This research proposes a fatigue driving real-time monitoring system based on DSP. Firstly, a facial skin-color model is built based on facial sample database, which is then used in a motion and skin detecting algorithm to locate face; Secondly, hybrid projection method is proposed to locate eyes by combining the methods of the traditional integral projection and differential projection; after that, the blink times are determined by calculating the change of distance between the upper and lower eyelids. Here the real-time analysis is realized by using SWI and PRD in the DSP/BIOS provided by CCS2. Experiment results show that this system can not only locate eyes but also calculate the eyelid blink times accurately, so as to reflect the driverspsila fatigue degree.
Keywords
edge detection; face recognition; fatigue; image colour analysis; monitoring; real-time systems; skin; traffic engineering computing; blink times determination; eyelid distance; facial sample database; facial skin-color model; fatigue driving real- time monitoring system; hybrid projection method; skin detecting algorithm; Databases; Digital signal processing; Eyelids; Eyes; Face detection; Fatigue; Monitoring; Motion detection; Real time systems; Skin;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2008. ICSP 2008. 9th International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-2178-7
Electronic_ISBN
978-1-4244-2179-4
Type
conf
DOI
10.1109/ICOSP.2008.4697160
Filename
4697160
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