Model Based Analysis of Face Images for Facial Feature Extraction

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

Volumn 5702 LNCS, Issue , 2009, Pages 99-106

  Riaz, Zahid ^a   Mayer, Christoph ^a   Beetz, Michael ^a   Radig, Bernd ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

Face Image Analysis; Face Recognition; Facial Expressions Recognition; Feature Extraction; Human Robot Interaction

Indexed keywords

ACTIVE APPEARANCE MODELS; BENCHMARK DATABASE; BINARY DECISION TREES; COMBINED FEATURES; COMMON FEATURES; FACE IMAGE ANALYSIS; FACE IMAGES; FACIAL EXPRESSIONS; FACIAL EXPRESSIONS RECOGNITION; FACIAL FEATURE EXTRACTION; FEATURE VECTORS; GENDER CLASSIFICATION; HUMAN FACE IMAGE; HUMAN ROBOT INTERACTION; IMAGE SEQUENCE; LOCAL FEATURE; MODEL-BASED ANALYSIS; REAL TIME; RECOGNITION RATES; TEMPORAL VARIATION; TEXTURE INFORMATION; WIREFRAME MODEL;

BAYESIAN NETWORKS; BENCHMARKING; DATABASE SYSTEMS; DECISION TREES; FEATURE EXTRACTION; HUMAN COMPUTER INTERACTION; INFERENCE ENGINES; OPTICAL FLOWS; THREE DIMENSIONAL; THREE DIMENSIONAL COMPUTER GRAPHICS;

FACE RECOGNITION;

EID: 70349306714     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03767-2_12     Document Type: Conference Paper

References (21)

1. Pantic, M., Rothkrantz, L.J.M.: Automatic analysis of facial expressions: The state of the art. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(12), 1424-1445 (2000)
2. Edwards, G.J., Cootes, T.F., Taylor, C.J.: Face Recognition Using Active Appearance Models. In: Burkhardt, H., Neumann, B. (eds.) ECCV 1998. LNCS, vol. 1407, pp. 581-695. Springer, Heidelberg (1998)
3. Belheumeur, P.N., Hespanha, J.P., Kreigman, D.J.: Eigenfaces vs Fisherfaces: Recognition using Class Specific Linear Projection. IEEE Transaction on Pattern Analysis and Machine Intelligence 19(7) (July 1997)
4. Wimmer, M., Stulp, F., Tschechne, S., Radig, B.: Learning Robust Objective Functions for Model Fitting in Image Understanding Applications. In: Proceedings of the 17th British Machine Vision Conference, BMVA, Edinburgh, UK, pp. 1159-1168 (2006)
5. Cootes, T.F., Taylor, C.J.: Active shape models - smart snakes. In: Proceedings of the 3rd British Machine Vision Conference, pp. 266-275. Springer, Heidelberg (1992)
6. Cootes, T.F., Edwards, G.J., Taylor, C.J.: Active Appearance Models. In: Burkhardt, H., Neumann, B. (eds.) ECCV 1998. LNCS, vol. 1407, pp. 484-498. Springer, Heidelberg (1998)
7. Blanz, V., Vetter, T.: Face Recognition Based on Fitting a 3D Morphable Model. IEEE Transactions on Pattern Analysis and Machine Intelligence 25(9), 1063-1074 (2003)
8. Ahlberg, J.: An Experiment on 3D Face Model Adaptation using the Active Appearance Algorithm. Image Coding Group, Dept. of Electric Engineering Linköping University
9. Bronstein, A., Bronstein, M., Kimmel, M., Spira, A.: 3D face recognition without facial surface reconstruction. In: Proceedings of European Conference of Computer Vision, Prague, Czech Republic, May 11-14 (2004)
10. Park, U., Jain, A.K.: 3D Model-Based Face Recognition in Video. In: 2nd International Conference on Biometrics, Seoul, Korea (2007)
11. Li, S.Z., Jain, A.K.: Handbook of Face recognition. Springer, Heidelberg (2005)
12. Kanade, T., Cohn, J.F., Tian, Y.: Comprehensive database for facial expression analysis. In: Proceedings of Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2000), Grenoble, France, pp. 46-53 (2000)
13. Ekman, P., Friesen, W.: The Facial Action Coding System: A Technique for The Measurement of Facial Movement. Consulting Psychologists Press, San Francisco (1978)
14. Michel, P., Kaliouby, R.E.: Real time facial expression recognition in video using support vector machines. In: Fifth International Conference on Multimodal Interfaces, Vancouver, pp. 258-264 (2003)
15. Cohn, J., Zlochower, A., Lien, J.-J.J., Kanade, T.: Feature-point tracking by optical flow discriminates subtle differences in facial expression. In: Proceedings of the 3rd IEEE International Conference on Automatic Face and Gesture Recognition, April 1998, pp. 396-401 (1998)
16. Kotsia, I., Pitaa, I.: Facial expression recognition in image sequences using geometric deformation features and support vector machines. IEEE Transaction on Image Processing 16(1) (2007)
17. Riaz, Z., et al.: A Model Based Approach for Expression Invariant Face Recognition. In: 3rd International Conference on Biometrics, Italy (June 2009)
18. Ginneken, B., Frangi, A., Staal, J., Haar, B., Viergever, R.: Active shape model segmentation with optimal features. IEEE Transactions on Medical Imaging 21(8), 924-933 (2002)
19. Romdhani, S.: Face Image Analysis using a Multiple Feature Fitting Strategy. PhD thesis, University of Basel, Computer Science Department, Basel, CH (January 2005)
20. Viola, P., Jones, M.J.: Robust real-time face detection. International Journal of Computer Vision 57(2), 137-154 (2004)
21. Witten, I.H., Frank, E.: Data Mining: Practical machine learning tools and techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005)