Driver inattention monitoring system for intelligent vehicles: A review

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2009, Pages 875-880

  Dong, Yanchao ^a   Hu, Zhencheng ^a   Uchimura, Keiichi ^a   Murayama, Nobuki ^a  

^a KUMAMOTO UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIOR ANALYSIS; BIOLOGICAL SIGNALS; DRIVER ATTENTION; FUTURE DIRECTIONS; INDIVIDUAL DIFFERENCES; INTELLIGENT VEHICLES; MONITORING SYSTEM; PROCESSING METHOD; SAFE DRIVING;

AUTOMOBILE DRIVERS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; SIGNAL PROCESSING;

BEHAVIORAL RESEARCH;

EID: 70449556486     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2009.5164395     Document Type: Conference Paper

References (52)

1. Ranney, T. et al. "NHTSA Driver Distraction Research: Past, Present and Future", Driver Distraction Internet Forum, 2000
2. Neale, V. et al. "An Overview of the 100-Car Naturalistic Study and Findings", available at http://www-nrd.nhtsa.dot.gov/pdf/nrd-12/100Car- ESV05summary.pdf
3. Young, K., Regan, M., Hammer, M., "Driver Distraction: a review of the Literature", Report No. 206 Monash University, Australia, 2003
4. AAA Foundation for Traffic Safety, "The Role of Driver Distraction in Traffic Crashes", http://www.aaafoundation.org/pdf/distraction.pdf, May 2001
5. STRID Sub-Group on Fatigue, "Canadian Operational Definition of Driver Fatigue", May 2006
6. European Transport Safety Council, "The Role of Driver Fatigue in Commercial Road Transport Crashes", 2001
7. The Royal Society for the Prevention of Accidents, "Driver Fatigue and Road Accidents: a Literature Review and Position Paper", Feb. 2001
8. J. Christopher Brill, P. A. Hancock, and Richard D. Gilson, "Driver Fatigue: Is Something Missing?", Proceedings of the Second International Driving Symposium on Human Factors in Driver Assessment, Training and Vehicle Design, pp. 138-142, 2003
9. Thorny Nilson, Thomas M. Nelson, Dona Carlson, "Development of Fatigue Symptoms During Simulated Driving", Accidents Analysis & Prevention Vol. 29, No. 4. pp. 479-488, 1997
10. Budi Thomas Jap, Sara Lai, Peter Fischer, Evangelos Bekiaris, "Using EEG spectral components to assess algorithms for detecting fatigue", Expert Systems with Applications Vol. 36 Issue 2, pp. 2352-2359, 2009
11. Chouvarda, I., Papadelis, C., "Non-linear analysis for the sleepy drivers problem", MEDINFO, Volume 12, Issue Pt 2, pp. 1294-1298, 2007
12. Mervyn V.M. Yeo, Xiaoping Li et al. "Can SVM be used for automatic EEG detection of drowsiness during car driving?", Safety Science Vol. 47, Issue 1, pp. 115-124, 2009
13. Kai-Quan Shen, Xiao-Ping Li et al. "EEG-based mental fatigue measurement using multi-class support vector machines with confidence estimate", Clinical Neurophysiology Vol. 119, pp. 1524-1533, 2008
14. Chin-Teng Lin; Ruei-Cheng Wu, "EEG-based drowsiness estimation for safety driving using independent component analysis", Circuits and Systems I: Regular Papers, Vol. 52, Issue 12, pp. 2726-2738, Dec. 2005
15. Chris Berka, Daniel J. Levendowski et al. "EEG Correlates of Task Engagement and Mental Workload in Vigilance, Learning, and Memory Tasks", Aviation Space and Environmental Medicine Vol. 78, No. 5, Section II, pp. 231-244, May 2007
16. B. T. Skinner, H. T. Nguyen, D. K. Liu. "Classification of EEG Signals Using a Genetic-Based Machine Learning Classifier", Engineering in Medicine and Biology Society: 29th, pp. 3120-3123, Aug. 2007
17. Peter Bouchner, "A complex analysis of the driver behavior from simulated driving focused on fatigue detection classification", WSEAS Transactions on Systems, Vol. 5, Issue 1, pp. 84-91, January 2006
18. Chern-Pin Chua, Gary McDarby and Conor Heneghan, "Combined electrocardiogram and photoplethysmogram measurements as an indicator of objective sleepiness", Physiological Measurement, Vol. 29, pp. 857-868, 2008
19. Damousis, I.G., Tzovaras, D, "Fuzzy Fusion of Eyelid Activity Indicators for Hypovigilance-Related Accident Prediction", Intelligent Transportation Systems, Vol. 9, Issue 3 pp. 491-500, Sept. 2008
20. Venkatesh Balasubramanian, K. Adalarasu, "EMG-based analysis of change in muscle activity during simulated driving", Journal of Bodywork and Movement Therapies Vol. 11, pp. 151-158, 2007
21. Katsis CD., Ntouvas, N.E., "Assessment of muscle fatigue during driving using surface EMG", Proceedings of the IASTED International Conference on Biomedical Engineering, Article, pp. 259-262, 2004
22. Kosuke Kaida, Masaya Takahashi, et al., "Validation of the Karolinska sleepiness scale against performance and EEG variables", Clinical Neurophysiology Vol. 117, pp. 1574-1581, 2006
23. Michael Ingre, Torbjorn Akerstedt, Bjorn Peters, "Subjective sleepiness, simulated driving performance and blink duration: examining individual differences", Sleep Res. Vol. 15 pp. 47-53, 2006
24. Ashley Craig, Yvonne Tran, Nirupama Wijesuriya, Peter Boord, "A controlled investigation into the psychological determinants of fatigue", Biological Psychology Vol. 72 pp. 78-87, 2006
25. Furugori, S., Yoshizawa, N., Iname, C., Miura, Y., "Estimation of driver fatigue by pressure distribution on seat in long term driving", Review of Automotive Engineering, Vol. 26, Issue 1, pp. 053-058, Jan. 2005
26. Farid, M.N., Kopf, M., Bubb, H., El Essaili, A., "Methods to develop a driver observation system used in an active safety system", VDI Berichte Issue 1960, Pages 639-650, 2006
27. Yan-Jiong Zhong; Li-Ping Du; Kan Zhang; Xiang-Hong Sun, "Localized energy study for analyzing driver fatigue state based on wavelet analysis", ICWAPR '07 Vol. 4, pp. 1843-1846, 2007
28. Takei, Y., Furukawa, Y., "Estimate of driver's fatigue through steering motion", SMC '05, Vol. 2, pp. 1765-1770, 2005
29. Brandt, T., Stemmer, R., Rakotonirainy, A., "Affordable visual driver monitoring system for fatigue and monotony", SMC '04 Vol. 7, pp. 6451-6456, 2004,
30. Xinghua Sun, Lu Xu, and Jingyu Yang, "Driver fatigue alarm based on eye detection and gaze estimation", Proc. SPIE, Vol. 6786, pp. 678612, 2007
31. Orazio T.D., Leo M., et al., "A visual approach for driver inattention detection", Pattern Recognition Vol. 40, pp. 2341-2355, 2007
32. Suzuki, M.; Yamamoto, N.; Yamamoto, O.; Nakano, T.; Yamamoto, S., "Measurement of Driver's Consciousness by Image Processing-A Method for Presuming Driver's Drowsiness by Eye-Blinks coping with Individual Differences", SMC '06 Vol. 4, pp. 2891-2896, 2006
33. Rajinda Senaratne, David Hardy, Bill Vanderaa, and Saman Halgamuge D. Liu et al. "Driver Fatigue Detection by Fusing Multiple Cues", Lecture Notes In Computer Science Vol. 4492 pp. 801-809, 2007.
34. Mu-Chun Su, Chao-Yueh Hsiung, De-Yuan Huang, "A Simple Approach to Implementing a System for Monitoring Driver Inattention", SMC '06 Vol. 1, pp. 429-433, 2006
35. Qiang Ji and Xiaojie Yang, "Real-Time Eye, Gaze, and Face Pose Tracking for Monitoring Driver Vigilance", Real-Time Imaging Vol. 8, pp. 357-377, 2002
36. Cudalbu, C.; Anastasiu, B.; Radu, R.; Cruceanu, R.; Schmidt, E, "Driver monitoring with a single high-speed camera and IR illumination", ISSCS 2005. International Symposium Vol. 1, pp. 219-222, 2005
37. He Huang; You-Sheng Zhou; Fan Zhang; "An optimized eye locating and tracking system for driver fatigue monitoring", ICWAPR '07. International Conference Vol. 3, pp. 1144-1149, 2007
38. Feng Jiao and Guinming He, "Real Time Eye Detection and Tracking Under Various Light Conditions", Data Science Journal, Vol. 6, Supplement, pp. 636-640, 2007
39. Bretzner, L.; Krantz, M., "Towards low-cost systems for measuring visual cues of driver fatigue and inattention in automotive applications", Vehicular Electronics and Safety, 2005. pp. 161-164
40. http://www.smarteye.se
41. Heinzmann, J., Tate, D., "Using technology to eliminate drowsy driving", Society of Petroleum Engineers Vol. 4, pp. 1918-1925, 2008
42. http://www.seeingmachines.com
43. Rongben, W., Lie, G., Bingliang, T., Lisheng, J., "Monitoring mouth movement for driver fatigue or distraction with one camera", IEEE Conference on Intelligent Transportation Systems, Proceedings, pp. 314-319, 2004
44. Xiao Fan; Bao-Cai Yin; Yan-Feng Sun, "Yawning Detection for Monitoring Driver Fatigue", Machine Learning and Cybernetics, 2007 International Conference Vol. 2, pp. 664-668, 2007
45. Esra Vural, Mujdat Cetin, Aytul Ercil, Gwen Littlewort, Marian Bartlett, and Javier Movellan, "Drowsy Driver Detection Through Facial Movement Analysis", HCl 2007, LNCS 4796, pp. 6-18, 2007.
46. Eren H., Celik U., Poyraz M., "Stereo vision and statistical based behavior prediction of driver", IEEE Intelligent Vehicles Symposium, Proceedings 2007, pp. 657-662, 2007
47. Gustav Markkula, Matti Kutila, et al. "Online Detection of Driver Distraction - Preliminary Results from the AIDE Project", Proceedings of the 2005 International Truck and Bus Safety and Security Symposium. pp. 86-96, 2005
48. Ikoma, N.; Kawamoto, K.; Kawano, H.; Maeda, H.; Matsuda, K.; Akahoshi, K., "A New Concept of Drive Recording System by Estimating Human Intention Using Particle Filters", ICICIC '07. Second International Conference pp. 409-409, 2007
49. Shinar, David, "Looks Are (Almost) Everything: Where Drivers Look to Get Information", The Journal of the Human Factors and Ergonomics Society, Vol. 50, No. 3, pp. 380-384(5), 2008
50. J Pohl, W Birk and L westervall, "A driver-distraction-based lane keeping assistance system", Proc. IMechE Vol. 221 Part I: Systems and Control Engineering, pp. 541-552, 2007
51. Wickens C.D., Goh J., Helleburg J., et al., "Attention Models of Multitask Pilot Performance Using Advanced Display Technology", Human Facotrs, Vol. 45, pp. 360-380, 2003
52. William J. Horrey, Christopher D. Wichens, and Kyle P. Consalus, "Modeling Drivers' Visual Attention Allocation While Interacting With In-Vehicle Technologies", Journal of Experimental Psychology: Applied Vol. 12, No. 2, pp. 67-78, 2006