A comparison of different features for automatic eye blinking detection with an application to analysis of deceptive behavior

5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012

Volumn , Issue , 2012, Pages

  Minkov, Kyrii ^a   Zafeiriou, Stefanos ^a   Pantic, Maja ^a,b  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

deception indication; Eye blinking detection

Indexed keywords

DECEPTION INDICATION; DECEPTIVE BEHAVIORS; EYE BLINK; EYE-BLINKING; GAUSSIAN RADIAL BASIS FUNCTIONS; HISTOGRAMS OF ORIENTED GRADIENTS; REAL-TIME DETECTION; SEVERE DISABILITIES;

RADIAL BASIS FUNCTION NETWORKS; SIGNAL PROCESSING; SUPPORT VECTOR MACHINES;

HANDICAPPED PERSONS;

EID: 84864118492     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCCSP.2012.6217806     Document Type: Conference Paper

References (18)

1. K. Grauman, M. Betke, J. Gips, and GR Bradski, "Communication via eye blinks-detection and duration analysis in real time," in CVPR 2001. IEEE, 2001, vol. 1, pp. I-1010.
2. T. Nakano, K. Sugiyama, M. Mizuno, and S. Yamamoto, "Blink measurement by image processing and application to warning of driver's drowsiness in automobiles," in IEEE Intelligent Vehicles, 1998, pp. 285-290.
3. K. Fukuda, "Eye blinks: new indices for the detection of deception," International Journal of Psychophysiology, vol. 40, no. 3, pp. 239-245, 2001. (Pubitemid 32157074)
4. J.A. Stern, L.C. Walrath, and R. Goldstein, "The endogenous eyeblink," Psychophysiology, vol. 21, no. 1, pp. 22-33, 1984. (Pubitemid 14192045)
5. Murali Mohan et. al. Chakka, "Competition on counter measures to 2-d facial spoofing attacks," in IJCB, Oct. 2011.
6. R. Heishman and Z. Duric, "Using image flow to detect eye blinks in color videos," in WACV'07. IEEE, 2007, pp. 52-52.
7. TN Bhaskar, F.T. Keat, S. Ranganath, and YV Venkatesh, "Blink detection and eye tracking for eye localization," in TENCON 2003. IEEE, 2003, vol. 2, pp. 821-824.
8. A. Krolak and P. Strumillo, "Vision-based eye blink monitoring system for human-computer interfacing," in HSI 2008. IEEE, 2008, pp. 994-998.
9. Jiang-Wei Li, "Eye blink detection based on multiple gabor response waves," in Machine Learning and Cybernetics, 2008 International Conference on, july 2008, vol. 5, pp. 2852-2856.
10. T. Moriyama, T. Kanade, J. Xiao, and J.F. Cohn, "Meticulously detailed eye region model and its application to analysis of facial images," IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 738-752, 2006.
11. D.W. Hansen and Q. Ji, "In the eye of the beholder: A survey of models for eyes and gaze," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 3, pp. 478-500, 2010.
12. C. Liu and H.Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," IEEE Transactions on Image Processing, vol. 11, no. 4, pp. 467-476, 2002. (Pubitemid 34692396)
13. Y. Bai, L. Guo, L. Jin, and Q. Huang, "A novel feature extraction method using pyramid histogram of orientation gradients for smile recognition," in ICIP 2009. IEEE, 2009, pp. 3305-3308.
14. P. Viola and M.J. Jones, "Robust real-time face detection," International journal of computer vision, vol. 57, no. 2, pp. 137-154, 2004.
15. R. Valenti and T. Gevers, "Accurate eye center location and tracking using isophote curvature," in CVPR 2008. IEEE, 2008, pp. 1-8.
16. S. Liwicki, S. Zafeiriou, G. Tzimiropoulos, and M. Pantic, "Fast and robust appearance-based tracking," in FG 201'1. IEEE, pp. 507-513.
17. D. Sun, S. Roth, and M.J. Black, "Secrets of optical flow estimation and their principles," in CVPR 2010. IEEE, 2010, pp. 2432-2439.
18. C.C. Chang and C.J. Lin, "Libsvm: a library for support vector machines," ACM Transactions on Intelligent Systems and Technology (TIST), vol. 2, no. 3, pp. 27, 2011.