A fuzzy integral based information fusion for drowsiness detection

International Journal of Fuzzy Systems

Volumn 7, Issue 2, 2005, Pages 63-70

  Chang, Jyh Yeong ^a   Cho, Chien Wen ^b   Lu, Shih Mao ^b  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^b NONE

Author keywords

Driver Safety System; Drowsiness Detection; Long Duration Blink Frequency; PERCLOS

Indexed keywords

ALGORITHMS; COMPUTER VISION; FEATURE EXTRACTION; INFORMATION ANALYSIS; INTEGRAL EQUATIONS; VEHICLES;

DRIVER SAFETY SYSTEM; DROWSINESS DETECTION; FUZZY INTEGRAL; INFORMATION FUSION; LONG DURATION BLINK FREQUENCY; PERCLOS;

FUZZY SETS;

EID: 27644453236     PISSN: 15622479     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (22)

1. S. Boverie et al., "Intelligent system for video monitoring of vehicle cockpit," in Proc. Inter. Cong. Expos. ITS: Advanc. Controls Vehic. Navig. Syst., 1998, no. 980613, pp. 1-5.
2. P. P. Caffier et al, "Experimental evaluation of eye-blink parameters as a drowsiness measure," Eur. J. Applied Physiology, vol. 89, pp. 319-325, 2003.
3. D. F. Dinges and R. Grace, "PERCLOS: a valid psychophysiological measure of alertness as assessed by psychomotor vigilance," Federal Highway Administration, Office of Motor Carriers, USA, 1998.
4. D. F. Dinges et al., "Evaluation of techniques for ocular measurement as an index of fatigue and as the basis for alertness management," National Highway Traffic Safety Administration Final Report, USA, DOTHS-808-762, 1998.
5. J. Fukuda et al., "Development of driver's drowsiness detection technology," Toyota Technical Review, no. 45, pp. 34-40, 1995.
6. R. Grace et al., "A drowsy driver detection system for heavy vehicles," in Proc. 17th Digital Avionics Syst. Conf., 2001, vol. 2, pp. I36/1-I36/8.
7. Q. Ji and X. Yang, "Real-time eye, gaze, and face pose tracking for monitoring driver vigilance," Real-Time Imaging, vol. 8, pp. 357-377, 2002.
8. G. Kaefer et al., "Wearable alertness mornitoring for industrial applications," in Proc. 7th IEEE Inter. Symp. Wearable Comp., 2003, pp. 254-255.
9. D. J. King, "Outfitting a freight-linear tractor testing," SAE Tech. Paper Series: Int. Truck & Bus Meeting & Expo., 1994, 942326.
10. Y. Matsumotoy and A. Zelinsky, "An algorithm for real-time stereo vision implementation of head pose and gaze direction measurement," in Proc. IEEE 4th Inter. Conf. Face Gesture Recog., 2000, pp. 499-505.
11. M. Mallis et al., "Biobehavioral Responses to Drowsy Driving Alarms and Alerting Stimuli," National Highway Traffic Safety Administration Final Report, USA, DTNH22-93-D-07007, 2000.
12. K. Ogawa and M. Shimotani, "A drowsiness detection system," Mitsubishi Tech. Reports, vol. 78, pp. 13-16, 1997.
13. R. Onken, "Daisy, an adaptive knowledge-based driver monitoring and warning system," in Proc. Vehic. Navig. & Inform. Syst. Conf., 1994, pp. 3-10.
14. J.H. Richardson, "The development of a driver alertness monitoring system", in Proc. Conf. Driver Impair. Fatigue Driving Simuli., 1993, pp. 51-58.
15. S. Saito, "Does fatigue exist in a quantitative of eye movement?," Ergonomics, vol. 35, pp. 607-615, 1992.
16. H. Saito et al., "Applications of driver's line of sight to automobiles - what can driver's eye tell," in Proc. Vehic. Navig. & Inform. Syst. Conf., 1994, pp. 21-26.
17. A. Suzuki et al., "Lane Recognition system for guiding of autonomous vehicle," in Proc. Intell. Vechic. Symp., 1992, pp. 196-201.
18. H. Tahani and J. M. Keller, "Information fusion in computer vision using the fuzzy integral," IEEE Trans. Syst., Man, Cybern., vol. 20, pp. 733-741, 1990.
19. H. Ueno et al., "Development of drowsiness detection system," in Proc. Vehic. Navig. & Inform. Syst. Conf., 1994, pp. 15-20.
20. W. W. Wierwille et al., "Research on vehicle-based driver status/performance monitoring: development, validation, and refinement of algorithms for detection of driver drowsiness," National Highway Traffic Safety Administration Final Report, USA, DOTHS 808-247, 1994.
21. K. Yamamoto and S. Higuchi, "Development of a drowsiness warning system," JSAE Japan, vol. 46, pp. 127-133, 1992.
22. A. V. Zomeran and W. Brouwer, Neuropsychology of attention. Oxford University Press, 1994.