Automated facial expression recognition system

Proceedings - International Carnahan Conference on Security Technology

Volumn , Issue , 2009, Pages 172-177

  Ryan, Andrew ^a   Cohn, Jeffery F ^b   Lucey, Simon ^b   Saragih, Jason ^b   Lucey, Patrick ^b   De La Torre, Fernando ^b   Rossi, Adam ^c  

^a Naval Criminal Investigative Services NCIS   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c Platinum Solutions   (United States)

Author keywords

Automated facial expression recognition system; Biometric systems; Constrained local models; Expression recognition; Facial action processing; Facial expression recognition; Shape and appearance modeling; Spontaneous facial behavior; Support vector machines; Utilizing facial features

Indexed keywords

BIOMETRIC SYSTEMS; EXPRESSION RECOGNITION; FACIAL ACTION; FACIAL ACTION PROCESSING; FACIAL EXPRESSION RECOGNITION; FACIAL FEATURE; LOCAL MODEL; SHAPE AND APPEARANCE MODELING; SPONTANEOUS FACIAL BEHAVIOR;

AUTOMATION; BIOMETRICS; COMPUTER KEYBOARDS; GESTURE RECOGNITION; HUMAN COMPUTER INTERACTION; IMAGE ANALYSIS; MATHEMATICAL MODELS; NETWORK SECURITY; REAL TIME SYSTEMS; SUPPORT VECTOR MACHINES; TECHNOLOGY;

FACE RECOGNITION;

EID: 72849149058     PISSN: 10716572     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCST.2009.5335546     Document Type: Conference Paper

References (15)

1. Keltner, D., and Ekman, P.: 'Facial expression of emotion', in Lewis, M., and Haviland, J.M. (Eds.): 'Handbook of emotions' (Guilford, 2000, 2nd edition), pp. 236-249.
2. Kanade, T., Cohn, J.F., and Tian, Y.: 'Comprehensive database for facial expression analysis', Fourth IEEE International Conference on Automatic Face and Gesture Recognition, 2000, FG '00, pp. 46-53
3. Edwards, G.J., Taylor, C.J., and Cootes, T.F.: 'Interpreting face images using active appearance models'. Proc. IEEE International Conference on Automatic Face and Gesture Recognition, Zurich, Switzerland,1998.
4. Blanz, V., and Vetter, T.: 'Face recognition based on fitting a 3D morphable model', IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25, pp. 1063 - 1074.
5. Matthews, I., and Baker, S.: 'Active appearance models revisited', International Journal of Computer Vision, 2004, 60, (2), pp. 135-164.
6. Gross, R., Baker, S., and Matthews, I.: 'Generic vs. person specific active appearance models', Image and Vision Computing, 2005, 23, (11), pp. 1080-1093.
7. Cristinacce, D., and Cootes, T.F.: 'Feature detection and tracking with constrained local models'. Proc. British Machine Vision Conference 2006.
8. Lucey, S., Wang, Y., Cox, M., Sridharan, S., and Cohn, J.F.: 'Efficient constrained local model fitting for non-rigid face alignment', Image and Vision Computing Journal, in press, 2009.
9. Matthews, I., Xiao, J., and Baker, S.: '2D vs. 3D deformable face models: Representational power, construction, and real-time fitting', International Journal of Computer Vision, 2007, 75, (1), pp. 93-113.
10. Gross, R., Matthews, I., Cohn, J.F., Kanade, T., and Baker, S.: 'Multi-PIE'. Proc. Eighth IEEE International Conference on Automatic Face and Gesture Recognition, Amsterdam 2008.
11. Lucey, P., Cohn, J.F., Lucey, S., Sridharan, S., and Prkachin, K.: 'Automatically detecting action units from faces of pain: Comparing shape and appearance features'. Proc. 2nd IEEE Workshop on CVPR for Human Communicative Behavior Analysis (CVPR4HB), Miami, FL, 2009.
12. Ashraf, A.B., Lucey, S., Cohn, J.F., Chen, T., Prkachin, K.M., and Solomon, P.: 'The painful face: Pain expression recognition using active appearance models', Image and Vision Computing, 2009.
13. Hsu, C.W., Chang, C.C., and Lin, C.J.: 'A practical guide to support vector classification'. Department of Computer Science, National Taiwan University, 2005.
14. Bänziger, T., and Scherer, K.: 'Using actor portrayals to systematically study multimodal emotion expression: The GEMEP Corpus '. Proc. Affective Computing and Intelligent Interaction (ACII 2007).
15. Pantic, M., Valstar, M., Rademaker, R., and Maat, L.: 'Web-based database for facial expression analysis' (2005).