Fast-FACS: A computer-assisted system to increase speed and reliability of manual FACS coding

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6974 LNCS, Issue PART 1, 2011, Pages 57-66

  De La Torre, Fernando ^a   Simon, Tomas ^a   Ambadar, Zara ^b   Cohn, Jeffrey F ^a,b  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b UNIVERSITY OF PITTSBURGH   (United States)

Author keywords

Action Unit Recognition; Facial Action Coding System

Indexed keywords

ACTION UNIT; ACTIVE APPEARANCE MODELS; AUTOMATIC RECOGNITION; COMPUTER ASSISTED; COMPUTER-ASSISTED SYSTEM; FACIAL ACTION; FACIAL ACTION CODING SYSTEM; LABOR INTENSIVE; MANUAL CODING; STATE OF THE ART;

ARTS COMPUTING; COMPUTER VISION; FACE RECOGNITION; GESTURE RECOGNITION; INTELLIGENT COMPUTING; SIGNAL ENCODING;

COMPUTER KEYBOARDS;

EID: 80054833812     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24600-5_9     Document Type: Conference Paper

References (20)

1. Ekman, P., Friesen, W.: Facial Action Coding System: A technique for the measurement of facial movement. Consulting Psychologists Press, Palo Alto (1978)
2. Cohn, J.F., Kanade, T.: Use of automated facial image analysis for measurement of emotion expression. In: The Handbook of Emotion Elicitation and Assessment. Series in Affective Science. Oxford University Press, Oxford (2007)
3. Bartlett, M., Littlewort, G., Lainscsek, C., Fasel, I., Frank, M., Movellan, J.: Fully automatic facial action recognition in spontaneous behavior. In: 7th International Conference on Automatic Face and Gesture Recognition (2006)
4. Pantic,M., Patras, I.: Dynamics of Facial Expression: Recognition of Facial Actions and their Temporal Segments from Face Profile Image Sequences. IEEE Transactions on Systems, Man, and Cybernetics - Part B 36(2), 433-449 (2006)
5. Cohn, J.F., Ekman, P.: Measuring facial action by manual coding, facial EMG, and automatic facial image analysis. In: Harrigan, J.A., Rosenthal, R., Scherer, K. (eds.) Handbook of Nonverbal Behavior Research Methods in the Affective Sciences, NY, Oxford (2005)
6. Valstar, M., Pantic, M.: Combined support vector machines and hidden Markov models for modeling facial action temporal dynamics. In: Proceedings of IEEE Workshop on Human Computer Interaction. In conjunction with IEEE ICCV 2007, pp. 118-127 (2007)
7. Zhang, L., Tong, Y., Ji, Q.: Active image labeling and its application to facial action labeling. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol. 5303, pp. 706-719. Springer, Heidelberg (2008)
8. De la Torre, F., Campoy, J., Ambadar, Z., Cohn, J.F.: Temporal segmentation of facial behavior. In: International Conference on Computer Vision (2007)
9. De la Torre, F., Nguyen, M.: Parameterized kernel principal component analysis: Theory and applications to supervised and unsupervised image alignment. In: IEEE Computer Vision and Pattern Recognition (2008)
10. Cootes, T.F., Edwards, G.J., Taylor, C.J.: Active appearance models. In: Burkhardt, H., Neumann, B. (eds.) ECCV 1998, Part II. LNCS, vol. 1407, pp. 484-498. Springer, Heidelberg (1998)
11. Matthews, I., Baker, S.: Active appearance models revisited. International Journal of Computer Vision 60(2), 135-164 (2004)
12. Xing, E., Ng, A., Jordan, M., Russell, S.: Distance metric learning, with application to clustering with side-information. In: Advances in Neural Information Processing Systems, vol. 15, pp. 505-512. MIT Press, Cambridge (2003)
13. Grant, M., Boyd, S.: Cvx: Matlab software for disciplined convex programming (2008), http://stanford.edu/~boyd/cvx
14. Frank, M., Movellan, J., Bartlett, M., Littleworth, G.: RU-FACS-1 database, Machine Perception Laboratory, U.C. San Diego
15. Noldus information technology. Observer XT 10, The Netherlands (2011)
16. Sayette, M.A., Cohn, J.F., Wertz, J.M., Perrott, M., Parrott, D.J.: A psychometric evaluation of the facial action coding system for assessing spontaneous expression. Journal of Nonverbal Behavior (25), 167-186 (2007)
17. Cohn, J.F., Ambadar, Z., Ekman, P.: Observer-based measurement of facial expression with the Facial Action Coding System. In: Coan, J.A., Allen, J.J.B. (eds.) The Handbook of Emotion Elicitation and Assessment. Series in Affective Science. Oxford University Press, Oxford (2007)
18. Ekman, P., Friesen, W., Hager, J.: Facial action coding system: Research nexus. Network Research Information, Salt Lake City, UT (2002)
19. Fleiss, J.: Statistical methods for rates and proportions. Wiley, New York (1981)
20. Ambadar, Z., Cohn, J.F., Reed, L.: All smiles are not created equal: Morphology and timing of smiles perceived as amused, polite, and embarrassed/nervous. Journal of Nonverbal Behavior 33(1), 17-34 (2008)