Non-intrusive car driver's emotion recognition using thermal camera

Proceedings of the Joint 3rd International Workshop on Nonlinear Dynamics and Synchronization, INDS'11 and 16th International Symposium on Theoretical Electrical Engineering, ISTET'11

Volumn , Issue , 2011, Pages 156-160

  Kolli, Abhiram ^a   Fasih, Alireza ^a   Al Machot, Fadi ^a   Kyamakya, Kyandoghere ^a  

^a UNIVERSITY OF KLAGENFURT   (Austria)

Author keywords

ADAS; car driver's emotion recognition; classification of emotions; face detection; Infrared thermal camera; thermogram

Indexed keywords

ADAS; CAR DRIVER; CLASSIFICATION OF EMOTIONS; INFRARED THERMAL CAMERA; THERMOGRAM;

AUTOMOBILE DRIVERS; DYNAMICS; ELECTRICAL ENGINEERING; FACE RECOGNITION; SENSORS; TEMPERATURE MEASURING INSTRUMENTS; THERMOGRAPHY (TEMPERATURE MEASUREMENT);

CAMERAS;

EID: 80053653819     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INDS.2011.6024802     Document Type: Conference Paper

References (38)

1. E. Verhoef, "External effects and social costs of road transport," in Transportation Research Part A: Policy and Practice, 1994, pp. 273-287.
2. A. Trawén, P. Maraste, and U. Persson,"International comparison of costs of a fatal casualty of road accidents in 1990 and 1999," in Accident Analysis & Prevention, 2002, pp. 323-332.
3. D. Mohan, "Social Cost of Road Traffic Crashes in India," in Proceedings First Safe Community Conference on Cost of Injury, Viborg, Denmark, 2002, pp. 4.
4. A. Riewpaiboon, and P. Piyauthakit, "Economic burden of road traffic injuries: a micro-costing approach," 2008.
5. C. Ghee, G. Britain, and T. R. Laboratory, "Socio-economic aspects of road accidents in developing countries," 1997.
6. R. Pérez-Núñez, M. Híjar-Medina, I. Heredia-Pi et al., "Economic impact of fatal and nonfatal road traffic injuries in Belize in 2007," in Revista Panamericana de Salud Pública, pp. 326-336.
7. M. Lu, K. Wevers, R. van der Heijden et al., "ADAS applications for improving traffic safety," 2005, pp. 3995-4002.
8. G. Vivo, P. Dalmasso, and F. Vernacchia, "The European Integrated Project," 2007, pp. 624-629.
9. T. Michalke, R. Kastner, J. Fritsch et al., "Towards a proactive biologically-inspired advanced driver assistance system," 2009, pp. 621-628.
10. C. L. Lisetti, and F. Nasoz, "Using Noninvasive Wearable Computers to Recognize Human Emotions from Physiological Signals," in Journal on applied Signal Processing, 2004, pp. 1672-1687.
11. C. T. Lin, R. C. Wu, S. F. Liang et al., "EEG-based drowsiness estimation for safety driving using independent component analysis," in Circuits and Systems I: Regular Papers, IEEE Transactions on, 2005, pp. 2726-2738.
12. Y. Lin, H. Leng, G. Yang et al., "An Intelligent Non-intrusive Sensor for Driver Pulse Wave Measurement," 2007, pp. 790 - 799.
13. J. Dai, J. Teng, X. Bai et al., "Mobile phone based drunk driving detection," pp. 1-8.
14. J. H. Yang, Z. H. Mao, L. Tijerina et al., "Detection of driver fatigue caused by sleep deprivation," in Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on, 2009, pp. 694-705.
15. G. Yang, Y. Lin, and P. Bhattacharya, "A driver fatigue recognition model based on information fusion and dynamic Bayesian network," in Information Sciences, pp. 1942-1954.
16. Q. Wang, J. Yang, M. Ren et al., "Driver fatigue detection: a survey," 2006, pp. 8587-8591.
17. S. Jin, S. Y. Park, and J. J. Lee, "Driver fatigue detection using a genetic algorithm," in Artificial Life and Robotics, 2007, pp. 87-90.
18. S. Singh, and N. P. Papanikolopoulos, "Monitoring driver fatigue using facial analysis techniques," 2002, pp. 314-318.
19. L. M. King, H. T. Nguyen, and S. K. L. Lal, "Early Driver Fatigue Detection from Electroencephalography Signals using Artificial Neural Networks," in Proceedings of the 28th IEEE EMBS Annual International Conference, New York City, USA, 2006, pp. 2187-2190.
20. A. B. Albu, B. Widsten, T. Wang et al., "A computer vision-based system for real-time detection of sleep onset in fatigued drivers," 2008, pp. 25-30.
21. M. Saradadevi, and P. Bajaj, "Driver fatigue detection using mouth and yawning analysis," in IJCSNS, 2008, pp. 183.
22. M. Akhloufi, and A. Bendada, "Thermal Faceprint: A new thermal face signature extraction for infrared face recognition," 2008, pp. 269-272.
23. P. Buddharaju, I. Pavlidis, and P. Tsiamyrtzis, "Pose-invariant physiological face recognition in the thermal infrared spectrum," 2006, pp. 53.
24. M. M. Khan, M. Ingleby, and R. D. Ward, "Automated Facial Expression Classification and affect interpretation using infrared measurement of facial skin temperature variations," in ACM
25. J. Wilder, P. Phillips, C. Jiang et al., "Comparison of visible and infra-red imagery for face recognition," 2002, pp. 182-187.
26. F. J. Prokoski, "History, current status, and future of infrared identification," in Proceedings of the IEEE Workshop on Computer Vision Beyond the Visible Spectrum: Methods and Applications, Washington, DC, USA, 2000, pp. 5.
27. B. Fasel, and J. Luettin, "Automatic facial expression analysis: a survey," in Pattern Recognition, 2003, pp. 259-275.
28. I. Pavlidis, J. Levine, and P. Baukol, "Thermal imaging for anxiety detection," 2002, pp. 104-109.
29. I. Pavlidis, and J. Levine, "Thermal facial screening for deception detection," 2002, pp. 1143-1144.
30. A. Ortony, and T. J. Turner, "What's basic about basic emotions," in Psychological review, 1990, pp. 315-331.
31. E. Williams, A. Heusch, and P. McCarthy, "Thermal screening of facial skin arterial hot spots using non-contact infrared radiometry," in Physiological measurement, 2008, pp. 341.
32. B. Nhan, and T. Chau, "Infrared thermal imaging as a physiological access pathway: a study of the baseline characteristics of facial skin temperatures," in Physiological measurement, 2009, pp. 23.
33. M. P. Cetingul, and C. Herman, "Identification of Subsurface Structures from the Transient Thermal Response and Surface Temperature Measurements," 2008, pp. 1-8.
34. M. M. Khan, R. D. Ward, and M. Ingleby, "Classifying pretended and evoked facial expressions of positive and negative affective states using infrared measurement of skin temperature," in ACM Transactions on Applied Perception (TAP), 2009, pp. 1-22.
35. R. C. Gonzalez, R. E. Woods, and S. L. Eddins, "Digital image processing using MATLAB," 2004, pp.
36. T. Acharya, and A. K. Ray, "Image processing: principles and applications," 2005.
37. H. D. Vankayalapati, and K. Kyamakya, "Nonlinear Feature Extraction Approaches for Scalable Face Recognition Applications," in ISAST Transactions on Computers and Intelligent Systems, 2009.
38. B. Takacs, "Comparing face images using the modified Hausdorff distance," in Pattern Recognition, 1998, pp. 1873-1881.