The week's pick
Reseach Article
Execution Scheme for Driver Drowsiness Detection using Yawning Feature
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 62 - Number 6 |
| Year of Publication: 2013 |
| Authors: Monali V. Rajput, J. W. Bakal |
10.5120/10082-4698
|
Monali V. Rajput, J. W. Bakal . Execution Scheme for Driver Drowsiness Detection using Yawning Feature. International Journal of Computer Applications. 62, 6 ( January 2013), 6-11. DOI=10.5120/10082-4698
Abstract
Fatigue and drowsiness of driver are amongst the most significant cause of road accidents. The main aim of the project is to find out the methods to detect driver drowsiness and alerting them hence increasing the transportation safety. By using many body and face gestures as a sign of driver fatigue, detection including yawning, eye tiredness, and eye movement, these condition shows that driver is not in proper driving condition. In this proposed system yawning and eye movement are used. Driver fatigue can increase the chances of car accidents. The reason for this type of car accidents is due to the fact that driver fails to take necessary actions prior to the collision occurs, therefore assisting system which will monitor the behavior of driver and also will give the necessary alerts to the driver which will prevent the road accidents.
References
- Shabnam Abtahi,Behnoosh,Driver Drowsiness Monitoring Based on Yawning Detection, Distributed Collaborative Virtual Environment Research Laboratory,University of Ottawa,Canada
- S. G. Klauer, T. A Dingus,Neale, V. L. ,Sudweeks, J. D. , and Ramsey, DJ, "The Impact of Driver Inattentation on Near-Crash/Crash Risk: An Analysis Using the 100-Car Neutralistic Driving Study Data,"Virginia Tech Transportation Instittute Report #DOT HS 810594
- U. Yufeng, W. Zengcai, "Detecting Driver Yawning in Successive images. "In: Proc. Sixth International Conf. on Bioinformatics and Biomedical Engineering, 2007, pp. 581-583
- X. Fan, B. Yin, Y. Fun. "Yawning Detection for Monitoring Driver Fatigue. " In: Sixth International Conf. on Machine Learning and Cyernetics, Hong Kong, 2007, pp. 664-668
- T. Azim, M. A Jaffer, A. M Mirza. Äutomatic Fatigue Detection of Drivers through Pupil Detection and Yawning Analysis. "In:Proc. Fourth International Conf. on Innovative Computing, Information and Control, 2009, pp. 441-445
- L. Li, Y. Chen , Z. Li. "Yawning Detection for Monitoring Driver Fatigue based on Two Camera. "In:Proc. 12th International IEEE conf. on Intelligent Transportation Systems, St. Louis, MO, USA, 2009, pp. 12-17
- T. Wang, P. Shi. "Yawning Detection for Determining Driver Drowsiness. "IEE International Workshop VL. SI Design & Video Tech. Suzhou China 2005 page 373-376.
- M. H Yang, D. J Kriegman, and N. Ahuja "Detecting faces in images: A Survey. "IEE Trans. Pattern Analysis and Machine Intelligence, Vol. 24, No. 1, pp. 34-58, 2002
- N. A. A. Rahman, K. C. Wei and J. See. "RGB-H-CBCr Skin Colour Model for Human Face Detection" In Proceedings of The MMU International Symposium on Information & Communication s Technologies, 2006
- Hsu Rein-Lien, M. Abdel-Mottaleb, and. A. K. Jain. "Face Detection in color Images. " IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 24, issue 5. 2002
- Rein-Lien Hsu,2002, Face Detection and Modelling for Recognition
- Australian Transport Safety Bureau, "Road safety research report OR23. Fatigue related crashes: An analysis of fatigue-related crashes on Australian roads using an operational definition of fatigue. "
- Xiao Fan, Bao-Cai Yin, Yan-Feng Sun "Yawning Detection For Monitoring Driver Fatigue "
- Drowsy driving and automobile crashes, report and recommendation, National centre on sleep disorders research, National Highway Traffic Safety Administration
- Yihu Yi 1,2 Daokui Qu 1,3 Fang Xu 1,3,Face detection method based on skin color segmentation and eyes Verification,
- Inseong Kim, Joon Hyung Shim, and Jinkyu Yang ,Face detection
- Ana Bertran, Huanzhou Yu, Paolo Sacchetto, Face Detection Project Report
- Hypo vigilance Warning System: A Review on Driver Alerting Techniques,S Arun , M Murugappan, Kenneth Sundaraj, 2011 IEEE Control and System Graduate Research Colloquium
- Deepesh Jain, Husrev Tolga Ilhan,Subbu Meiyappan, Face Detection using Template Matching, EE 368 – Digital Image Processing Spring 2002-2003
- Smita Tripathi,SOIT, RGPV Bhopal,Varsha Sharma SOIT, RGPV Bhopal,Sanjeev Sharma, SOIT ,Face Detection using Combined Skin Color Detector and Template Matching Method, RGPV Bhopal International Journal of Computer Applications (0975 – 8887) Volume 26– No. 7, July 2011
- Waqar Mohsin,Noman Ahmed, Chung-Tse Mar May 26, 2003 EE368 Digital Image Processing, Spring 2002-2003 Department of Electrical Engineering,Stanford University , "Face Detection Project"
- Srikanth Rangarajan, "Algorithms for edge detection"
- nurul asmira bt ahmad agin, Eye detection , November 2009
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