Measuring driver awareness based on correlation between gaze behavior and risks of surrounding vehicles

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2012, Pages 644-647

  Mori, Masataka ^a   Miyajima, Chiyomi ^a   Angkititrakul, Pongtep ^a   Hirayama, Takatsugu ^a   Li, Yiyang ^a   Kitaoka, Norihide ^a   Takeda, Kazuya ^a  

^a NAGOYA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION INDEX; GAZE BEHAVIOR; GAZE DIRECTION; INDIVIDUAL DIFFERENCES; INSTRUMENTED VEHICLE; LASER SCANNER; RISK LEVELS; TIME TO COLLISION;

INTELLIGENT SYSTEMS; RISK PERCEPTION;

VEHICLES;

EID: 84871251541     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2012.6338802     Document Type: Conference Paper

References (10)

1. National Highway Traffic Safety Administration. NHTSA, Virginia Tech Transportation Institute Release Findings of Breakthrough Research on Real-World Driver Behavior, Distraction and Crash Factors, Washington: National Highway Traffic Safety Administration press release, April 20, 2006.
2. A. Doshi and M. Trivedi, "Investigating the Relationships Between Gaze Patterns, Dynamic Vehicle Surround Analysis, and Driver Intentions," pp. 887-892, Proc. IEEE-IV 2009, 2009.
3. L. Angell, J. Auflick, P. A. Austria, D. Kochhar, L. Tijerina, W. Biever,T. Diptiman, J. Hogsett, and S. Kiger, "Driver workload metrics task 2 final report," Nat. Highway Traffic Safety Admin., U.S. Dept. Transp., Washington, DC, Rep. DOT HS 810635, Nov. 2006.
4. M.F. Land, "Predictable eye-head coordination during driving," Nature, vol. 359, pp. 318-320, Sept 1992.
5. V. Navalpakkam and L. Itti, "Modeling the influence of task on attention," Vision Research, vol. 45, pp. 205-231, 2005.
6. K. Takeda, J. Hansen, P. Boyraz, L. Malta, C. Miyajima, and H. Abut, "International large-scale vehicle corpora for research on driver behavior on the road," IEEE Transactions on Intelligent Transportation Systems, Vol. 12, No. 4, pp.1609-1623, Dec. 2011.
7. S. E. Lee, C. B. Olsen, and W. W. Wierwille, "A comprehensive examination of naturalistic lane changes," Nat. Highway Traffic Safety Admin., U.S. Dept. Transp., Washington, DC, Rep. DOT HS 809702, Mar. 2004.
8. N. Oliver and A.P. Pentland "Driver behavior recognition and prediction in a SmartCar," Proc. of SPIE Aerosense 2000, Enhanced and Synthetic Vision, Apr. 2000.
9. Y. Li, C. Miyajima, N. Kitaoka, and K. Takeda, "Driving scene retrieval using integrated vehicle motion matching," Proc. 5th Biennial Workshop on DSP for In-Vehicle Systems, Sept. 2011.
10. C. Hyden, "Traffic conflicts techniques: state of the art," in Traffic safety work with video processing, University Kaiserslautern, Transportation Department, Green Series, No. 37, pp. 3-14, 1996.