Evaluation of Gabor-wavelet-based facial action unit recognition in image sequences of increasing complexity

Proceedings - 5th IEEE International Conference on Automatic Face Gesture Recognition, FGR 2002

Volumn , Issue , 2002, Pages 229-234

  Tian, Ying Li ^a   Kanade, Takeo ^b   Cohn, Jeffrey F ^b,c  

^a IBM T J WATSON RESEARCH CENTER   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER KEYBOARDS; FACE RECOGNITION; GESTURE RECOGNITION;

ACTION UNITS (AUS); FACIAL ACTION CODING SYSTEM; FACIAL ACTION UNIT RECOGNITION; GABOR WAVELETS; GEOMETRY FEATURES; HIGH SENSITIVITY; IMAGE SEQUENCE; NON-HOMOGENEOUS;

COMPUTER VISION;

EID: 77953211304     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.2002.1004159     Document Type: Conference Paper

References (20)

1. M. Bartlett, J. Hager, P.Ekman, and T. Sejnowski. Measuring facial expressions by computer image analysis. Psychophysiology, 36:253-264, 1999.
2. M. J. Black and Y. Yacoob. Trcking and recognizing rigid and non-rigid facial motions using local parametric models of image motion. In Proc. Of International conference on Computer Vision, pages 374-381, 1995.
3. M. J. Black and Y. Yacoob. Recognizing facial expressions in image sequences using local parameterized models of image motion. International Journal of Computer Vision, 25(1):23-48, October 1997.
4. J. Daugmen. Complete discrete 2-d gabor transforms by neutral networks for image analysis and compression. IEEE Transaction on Acoustic, Speech and Signal Processing, 36(7):1169-1179, July 1988.
5. G. Donato, M. S. Bartlett, J. C. Hager, P. Ekman, and T. J. Sejnowski. Classifying facial actions. IEEE Transaction on Pattern Analysis and Machine Intelligence, 21(10):974-989, October 1999.
6. I. A. Essa and A. P. Pentland. Coding, analysis, interpretation, and recognition of facial expressions. IEEE Transc. On Pattern Analysis and Machine Intelligence, 19(7):757-763, JULY 1997.
7. K. Fukui and O. Yamaguchi. Facial feature point extraction method based on combination of shape extraction and pattern matching. Systems and Computers in Japan, 29(6):49-58, 1998.
8. T. Kanade, J. Cohn, and Y. Tian. Comprehensive database for facial expression analysis. In Proceedings of International Conference on Face and Gesture Recognition, pages 46-53, March, 2000.
9. T. Lee. Image representation using 2d gabor wavelets. IEEE Transaction on Pattern Analysis and Machine Intelligence, 18(10):959-971, Octobor 1996.
10. J.-J. J. Lien, T. Kanade, J. F. Cohn, and C. C. Li. Detection, tracking, and classification of action units in facial expression. Journal of Robotics and Autonomous System, 31:131-146, 2000.
11. M. Lyons, S. Akamasku, M. Kamachi, and J. Gyoba. Coding facial expressions with gabor wavelets. In Proceedings of International Conference on Face and Gesture Recognition, 1998.
12. K. Mase. Recognition of facial expression from optical flow. IEICE Transactions, E. 74(10):3474-3483, October 1991.
13. M. Rosenblum, Y. Yacoob, and L. S. Davis. Human expression recognition from motion using a radial basis function network archtecture. IEEE Transactions On Neural Network, 7(5):1121-1138, 1996.
14. H. A. Rowley, S. Baluja, and T. Kanade. Neural networkbased face detection. IEEE Transactions On Pattern Analysis and Machine intelligence, 20(1):23-38, January 1998.
15. D. Terzopoulos and K.Waters. Analysis of facial images using physical and anatomical models. In IEEE International Conference on Computer Vision, pages 727-732, 1990.
16. Y. Tian, T. Kanade, and J. Cohn. Recognizing action units for facial expression analysis. IEEE Transaction on Pattern Analysis and Machine Intelligence, 23(2):1-19, February 2001.
17. Y. Tian, T. Kanade, and J. Cohn. Eye-state action unit detection by gabor wavelets. In Proceedings of International Conference on Multi-modal Interfaces (ICMI 2000), pages 143-150, Sept, 2000.
18. Y. Yacoob and M. J. Black. Parameterized modeling and recognition of activities. In Proc of the 6th International Conference on Computer Vision, Bombay, India, pages 120-127, 1998.
19. Y. Yacoob and L. S. Davis. Recognizing human facial expression from long image sequences using optical flow. IEEE Transactions On Pattern Analysis and machine Intelligence, 18(6):636-642, June 1996.
20. Z. Zhang, M. Lyons, M. Schuster, and S. Akamatsu. Comparison between geometry-based and gabor-wavelets-based facial expression recognition using multi-layer perceptron. In International Workshop on Automatic Face and Gesture Recognition, pages 454-459, 1998.