Statistical and neural methods for vision-based analysis of facial expressions and gender

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 3, Issue , 2004, Pages 2203-2208

  Wilhelm, T ^a   Bohme H J ^a   Gross H M ^a   Backhaus, A ^b  

^a ILMENAU UNIVERSITY OF TECHNOLOGY   (Germany)

^b UNIVERSITY OF BIRMINGHAM   (United Kingdom)

Author keywords

Automatic facial expression analysis; Image processing, human robot interaction

Indexed keywords

AUTOMATIC FACIAL EXPRESSION ANALYSIS; FACIAL EXPRESSIONS; HUMAN ROBOT INTERACTIONS; NEURAL CLASSIFIERS;

FEATURE EXTRACTION; HUMAN COMPUTER INTERACTION; IMAGE ANALYSIS; NEURAL NETWORKS; ROBOTICS; STATISTICAL METHODS;

FACE RECOGNITION;

EID: 15744389483     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2004.1400655     Document Type: Conference Paper

References (13)

1. Andreas Lanitis, C. J. Taylor, and T. F. Cootes. A unified approach to coding and interpreting face images. In ICCV, pages 368-373, 1995.
2. M.S. Bartlett. Face image analysis by unsupervised learning. Kluwer Academic Publishers, 2001.
3. Y. Black, M.J. und Yacoob. Recognizing facial expressions in image sequences using local parameterized models of image motion. International Journal of Computer Vision, 25(1):23-48, 1997.
4. W.V. Ekman, P. und Friesen. Unmasking the face. A guide to recognizing emotions from facial clues. Prentice-Hall, Englewood Cliffs, New Jersey, 1975.
5. W.V. Ekman, P. und Friesen. Facial Action Coding System: A Technique for the Measurement of Facial Movement. Consulting Psychologists Press, Palo Alto, 1978.
6. A. Essa, I. und Pentland. Coding, analysis, interpretation and recognition of facial expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(7):757-763, 1997.
7. Fröba, B. and Küblbeck C. Face detection and tracking using edge orientation information. SPIE Visual Communications and Image Processing, pages 583-594, 2001.
8. E. Hyvärinen, A. und Oja. Independent component analysis: A tutorial. Neural Networks, 1999.
9. J. Hyvärinen, A.und Karhunen. Independent Component Analysis. John Wiley& Son, Inc., 2001.
10. Kanade, T., Cohn, J.F., and Tian, Y. Comprehensive database for facial expression analysis. In Proc. of the Fourth IEEE Int. Conf. on Automatic Face and Gesture Recognition (FG'00), Grenoble, pages 46-53, 2000.
11. L. Wiskott, J. M. Fellous, N. Kruger, and C. v. d. Malsburg. Face recognition and gender determination. In Proc. Int. Workshop on Automatic Face and Gesture Recognition, Zurich, pages 26-28, 1995.
12. Lyons, M.J. and Budynek, J. Automatic classification of single facial image. IEEE Transactions on Pattern Analysis and Machine Intelligence, 21(12):1357-1362, 1999.
13. G.W. Padgett, C. und Cottrell. Representing face image for emotion classification. Advances in Neural Information Processing Systems, 9:894-900, 1997.