International large-scale vehicle corpora for research on driver behavior on the road

IEEE Transactions on Intelligent Transportation Systems

Volumn 12, Issue 4, 2011, Pages 1609-1623

  Takeda, Kazuya ^a   Hansen, John H L ^b   Boyraz, Pnar ^c   Malta, Lucas ^d   Miyajima, Chiyomi ^a   Abut, Hseyin ^e  

^a NAGOYA UNIVERSITY   (Japan)

^b The University of Texas at Dallas   (United States)

^c ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

^d VOLVO AERO CORPORATION   (Sweden)

^e BOGAZICI UNIVERSITY   (Turkey)

Author keywords

Driving behavior signal; on road data collection; road vehicles; tagging

Indexed keywords

COLLABORATIVE PROJECTS; COLLABORATIVE TEAMS; DATA COLLECTION; DRIVER BEHAVIOR; DRIVER INFORMATION; DRIVING BEHAVIOR; DRIVING BEHAVIOR SIGNALS; IN-VEHICLE; IN-VEHICLE APPLICATIONS; ISTANBUL; KAPPA COEFFICIENT; PRELIMINARY ANALYSIS; RESEARCH COMMUNITIES; ROAD VEHICLES; TAGGING; VEHICLE SENSORS;

DATA ACQUISITION; RESEARCH; ROADS AND STREETS; SENSORS; TRANSCRIPTION; VEHICLES;

BEHAVIORAL RESEARCH;

EID: 82455210755     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2011.2167680     Document Type: Article

References (39)

1. H. van den Heuvel, J. Boudy, R. Comeyne, S. Euler, A. Moreno, and G. Richard, "The SPEECHDAT-CAR multilingual speech databases for in-car applications: Some first validation results," in Proc. EUROSPEECH, Budapest, Hungary, 1999, pp. 2279-2282.
2. J. H. L. Hansen, P. Angkititrakul, J. Plucienkowski, S. Gallant, U. Yapanel, B. Pellom, W. Ward, and R. Cole, "CU-move: Analysis and corpus development for interactive in-vehicle speech systems," in Proc. ISCA Interspeech, Aalborg, Denmark, Sep. 2001, pp. 2023-2026.
3. J. H. L. Hansen, X. Zhang, M. Akbacak, U. H. Yapanel, B. Pellom, W. Ward, and P. Angkititrakul, "CU-MOVE: Advanced in-vehicle speech systems for route navigation," in DSP for In-Vehicle and Mobile Systems, H. Abut, J. H. L. Hansen, and K. Takeda, Eds. New York: Springer, 2005, ch. 2.
4. H. Abut, J. H. L. Hansen, and K. Takeda, Eds., DSP for In-Vehicle and Mobile Systems. New York: Springer, 2005.
5. N. Kawaguchi, S.Matsubara, I. Kishida, Y. Irie, H. Murao, Y. Yamaguchi, K. Takeda, and F. Itakura, "Construction and analysis of a multi-layered in-car spoken dialogue corpus," in Proc. EUROSPEECH, Aalborg, Denmark, Sep. 2001, pp. 2027-2030.
6. E. Levin, S. Narayanan, R. Pieraccini, K. Biatov, E. Bocchieri, G. Di Fabbrizio, W. Eckert, S. Lee, A. Pokrovsky, M. Rahim, P. Ruscitti, and M. Walker, "The AT&T-DARPA communicator mixed-initiative spoken dialogue system," in Proc. ICSLP, 2000, pp. 122-125.
7. B. Lee, M. Hasegawa-Johnson, C. Goudeseune, S. Kamdar, J. Boley, S. Borys, M. Liu, and T. Huang, "AVICAR: Audio-visual speech corpus in a car environment," in Proc. INTERSPEECH, Jeju Island, Korea, Oct. 4-8, 2004.
8. M. Hasegawa-Johnson et al., AVICAR: Audio-visual speech corpus in a car environment. [Online]. Available: http://www.isle.illinois.edu/sst/AVICAR/
9. T. Duke, Z. Boulos, J. A. Stern, and T. A. Ranney, "Eye-activity measures of fatigue and napping as a fatigue countermeasure," U.S. Dept. Transp., Fed. Hwy. Admin., Washington, DC, Final Rep. FHWA-MC-99-028, Jan. 1999.
10. T. A. Dingus, S. G. Klauer, V. L. Neal, A. Petersen, S. E. Lee, J. Sudweeks, M. A. Perez, J. Hankey, D. Ramsey, S. Gupta, C. Bucher, Z. R. Doerzaph, J. Jermeland, and R. R. Knipling, "The 100-car naturalistic driving study-Phase II: Results of the 100-car field experiment," Nat. Highway Traffic Safety Admin., Washington, DC, Contract No. DTNH22-00-C-07007, 2006.
11. S. G. Klauer, T. A. Dingus, V. L. Neale, J. D. Sudweeks, and D. J. Ramsey, "The impact of driver inattention on near crash/crash risk: An analysis using the 100 car naturalistic driving study data," Nat. Highway Traffic Safety Admin., Washington, DC, Contract No. DTNH22-00-C-07007, Task order 23, 2006.
12. B. Magladry and D. Bruce, "Improved vehicle safety and how technology will get us there, hopefully," in In-Vehicle Corpus and Signal Processing for Driver Behavior, K. Takeda, J. H. L. Hansen, H. Erdogan, and H. Abut, Eds. New York: Springer Science+Business and Media, 2008, ch. 1.
13. [Online]. Available: http://www.trb.org/StrategicHighwayResearch Program2SHRP2/Public/Blank2.aspx
14. "Automotive collision avoidance system field operational test report: Methodology and results," Nat. Highway Traffic Safety Admin., Washington, DC, Dep. Transp., HS 809 900, 2005.
15. D. LeBlanc, J. Sayer, C. Winkler, R. Ervin, S. Bogard, J. Devonshire, M. Mefford, M. Hagan, Z. Bareket, R. Goodsell, and T. Gordon, "Road departure crash warning system field operational test: Methodology and results," Univ. Michigan Transp. Res. Inst., Ann Arbor, MI, 2006.
16. J. Sayer, D. LeBlanc, S. Bogard, D. Funkhouser, S. Bao,M. L. Buonarosa, and A. Blankespoor, "Integrated Vehicle-Based Safety Systems (IVBSS) field operational test final program report," Univ. Michigan Transp. Res. Inst. (UMTRI), Ann Arbor,MI, Dep. Transp., HS 811 482, UMTRI-2010-36, 2010.
17. euroFOT: The First European Field Operational Test on Active Safety System. [Online]. Available: http://www.eurofot-ip.eu/
18. C. Miyajima, T. Kusakawa, T. Nishino, K. Itou, and K. Takeda, "Ongoing data collection for driving behavior signals," in In-Vehicle Corpus and Signal Processing for Driver Behavior, K. Takeda, J. H. L. Hansen, H. Erdogan, and H. Abut, Eds. New York: Springer, 2008, ch. 4.
19. A. Ozaki, S. Hara, T. Kusakawa, C. Miyajima, T. Nishino, N. Kitaoka, K. Itou, and K. Takeda, "In-car speech data collection along with various multimodal signals," in Proc. 6th Int. LREC, Marrakech, Morocco, May 28-30, 2008.
20. P. Angkititrakul, J. H. L. Hansen, S. Choi, T. Creek, J. Hayes, J. Kim, D. Kwak, L. T. Noecker, and A. Phan, "UTDrive: The smart vehicle project," in In-Vehicle Corpus and Signal Processing for Driver Behavior, K. Takeda, J. H. L. Hansen, H. Erdogan, and H. Abut, Eds. New York: Springer, 2008, ch. 5.
21. H. Abut, H. Erdogan, A. Ercil, B. Cürüklü, H. C. Koman, F. Tas, A. O. Argunsah, S. Cosar, B. Akan, H. Karabalkan, E. Cokelek, R. Ficici, V. Sezer, S. Danis, M. Karaca, M. Abbak, M. G. Uzunbas, K. Ertimen, M. Imamoglu, and C. Karabat, "Data collection with "UYANIK"," in In-Vehicle Corpus and Signal Processing for Driver Behavior, K. Takeda, J. H. L. Hansen, H. Erdogan, and H. Abut, Eds. New York: Springer, 2008, ch. 3.
22. J. Cohen, "A coefficient of agreement for nominal scales," Educ. Psychol. Meas., vol. 20, no. 1, pp. 37-46, Apr. 1960.
23. C. Miyajima, Y. Nishiwaki, K. Ozawa, T. Wakita, K. Itou, K. Takeda, and F. Itakura, "Driver modeling based on driving behavior and its evaluation in driver identification," Proc. IEEE, vol. 95, no. 2, pp. 427-437, Feb. 2007.
24. E. R. Boer, M. E. Rakauskas, M. J. Ward, and M. A. Goodrich, "Steering entropy revisited," in Proc. 3rd Int. Driving Symp. Human Factors Driver Assessment, Training Vehicle Des., 2005, pp. 25-32.
25. P. Boyraz, A. Sathayanarayana, and J. H. L Hansen, "Lane keeping performance metrics for assessment of audio-cognitive distractions," Soc. Automotive Eng., Driver Performance Metrics, 2009.
26. A. Sathyanarayana, P. Boyraz, and J. H. L Hansen, "Driver behaviour analysis and route recognition by hidden Markov models," in Proc. IEEE Int. Conf. Veh. Electron. Safety, Columbus, OH, Sep. 22-24, 2008, pp. 276-281.
27. H. Boril, P. Boyraz, and J. H. L. Hansen, "Towards multi-modal driver's stress detection," in Proc. 4th Biennial Workshop DSP In-Vehicle Syst. Safety, Dallas, TX, Jun. 25-27, 2009.
28. N. Fujiwara, T. Itoh, and K. Araki, "Analysis of changes in dialogue rhythm due to dialogue acts in task-oriented dialogues," in Proc. TSD, vol. 4629, LNAI, V. Matousek and P. Mautner, Eds., 2007, pp. 564-573.
29. L. Malta, A. Ozaki, C. Miyajima, and K. Takeda, "Use of on-road data in evaluating driver performance metrics," in Performance Metrics for Assessing Driver Distraction: The Quest for Improved Road Safety. Warrendale, PA: Soc. Automotive Eng., 2010, ch. 9.
30. L. Malta, C. Miyajima, N. Kitaoka, and K. Takeda, "Analysis of realworld driver's frustration," IEEE Trans. Intell. Transp. Syst., vol. 12, no. 1, pp. 109-118, Mar. 2011.
31. L. Malta, C. Miyajima, and K. Takeda, "Multi-modal real-world driving data collection, transcription, and integration using Bayesian network," in Proc. IEEE Intell. Vehicles Symp. (IV), Eindhoven, The Netherlands, Jun. 2008, pp. 150-155.
32. P. Boyraz, X. Yang, and J. H. L. Hansen, "Computer vision applications for context-aware intelligent vehicles," in Proc. 4th Biennial Workshop DSP In-Vehicle Syst. Safety, Dallas, TX, Jun. 25-27, 2009.
33. P. Boyraz, X. Yang, A. Sathyanarayana, and J. H. L. Hansen, "Contextaware active vehicle safety and driver assistance," in Proc. 21st Int. Tech. Conf. ESV, Stuttgart, Germany, Jun. 2009.
34. M. Jacob and M. Unser, "Design of steerable filters for feature detection using canny-like edge criteria," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 8, pp. 1007-1019, Aug. 2004.
35. H. Abut, J. H. L. Hansen, and K. Takeda, Eds., Advances for In-Vehicle and Mobile Systems: Challenges for International Standards. NewYork: Springer, 2007.
36. K. Takeda, J. H. L. Hansen, H. Erdogan, and H. Abut, Eds., In-Vehicle Corpus and Signal Processing for Driver Behavior. NewYork: Springer, 2008.
37. [Online]. Available: http://www.sp.m.is.nagoya-u.ac.jp/NEDO/Drive-Best/
38. Nat. Inst. Sci., Technol., SRE-2010: Speaker Recognition Evaluation. [Online]. Available: http://www.itl.nist.gov/iad/mig/tests/sre/2010/index.html
39. Nat. Inst. Sci., Technol., LRE-2011: Language Recognition Evaluation. [Online]. Available: http://www.nist.gov/itl/iad/mig/lre11.cfm