3D face alignment via cascade 2D shape alignment and constrained structure from motion

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

Volumn 5807 LNCS, Issue , 2009, Pages 550-561

  Hou, Yunshu ^a   Fan, Ping ^a   Ravyse, Ilse ^a   Sahli, Hichem ^a  

^a VRIJE UNIVERSITEIT BRUSSEL   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

2D SHAPE; 3D FACES; ACTIVE APPEARANCE MODELS; CONSTRAINED STRUCTURE; FACE EXPRESSIONS; FACE MODELS; FACIAL ANIMATION; HEAD MOTION; INTEGRATED MODELS; LOW LEVEL; NON-RIGID; PERFORMANCE EVALUATION; SHAPE MODEL; STEEPEST DESCENT; VIDEO SEQUENCES;

ALIGNMENT; ANIMATION; COMPUTER VISION; FACE RECOGNITION; FEATURE EXTRACTION; VIDEO RECORDING;

THREE DIMENSIONAL;

EID: 70649086190     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04697-1_51     Document Type: Conference Paper

References (34)

1. Ekman, P., Friesen, W.: Facial Action Coding System. Consulting Psychologists Press, Palo Alto (1977)
2. Metaxas, D., Terzopoulos, D.: Shape and nonrigid motion estimation through physics-based synthesis. IEEE Transactions on PAMI 15, 580-591 (1993)
3. Azarbayejani, A., Pentland, A.: Recursive estimation of motion structure and focal length. IEEE Transactions on PAMI 17, 562-575 (1995)
4. Sarris, N., Grammalidis, N., Strintzis, M.G.: Fap extraction using three-dimensional motion estimation. IEEE Transactions on CSVT 12, 865-876 (2002)
5. Lowe, D.G.: Fitting parameterized three-dimensional models to images. IEEE PAMI 13, 441-450 (1991)
6. Xiao, J., Baker, S., Matthews, I., Kanade, T.: Real-time combined 2d+3d active appearance models. In: Proceedings of the IEEE CVPR, vol. 2, pp. 535-542 (2004)
7. Dornaika, F., Davoine, F.: On appearance based face and facial action tracking. IEEE Transactions on CSVT 16, 1107-1124 (2006)
8. Pighin, F., Szeliski, R., Salesin, D.H.: Resynthesizing facial animation through 3d model-based tracking. In: Proceedings of the ICCV, pp. 143-150 (1999)
9. Blanz, V., Vetter, T.: Face recognition based on fitting a 3d morphable model. IEEE PAMI 25 (2003)
10. Li, H., Roivainen, P., Forchheimer, R.: 3d motion estimation in model-based facial image coding. IEEE Transactions on PAMI 15, 545-555 (1993)
11. Li, H., Forchheimer, R.: Two-view facial movement estimation. IEEE Transactions on CSVT 4, 276-287 (1994)
12. Shi, J., Tomasi, C.: Good features to track. In: CVPR, pp. 593-600 (1994)
13. Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J.: Active shape models - their training and application. CVIU 61, 38-59 (1995)
14. Hou, Y., Ravyse, I., Sahli, H., Zhang, Y., Zhao, R.: Robust shape-based head tracking. In: Blanc-Talon, J., Philips, W., Popescu, D., Scheunders, P. (eds.) ACIVS 2007. LNCS, vol. 4678, pp. 340-351. Springer, Heidelberg (2007)
15. Tomasi, C., Kanade, T.: Shape and motion from image streams under orthography: A factorization method. IJCV 9, 137-154 (1992)
16. Brand, M., Bhotika, R.: Flexible flow for 3d nonrigid tracking and shape recovery. In: Proceedings of CVPR, vol. 1, pp. 315-322 (2001)
17. Shan, Y., Liu, Z., Zhang, Z.: Model-based bundle adjustment with application to face modeling. In: Proceedings of the ICCV, pp. 644-651 (2001)
18. Essa, I.A., Pentland, A.P.: Coding, analysis, interpretation, and recognition of facial expressions. IEEE Transactions on PAMI 19, 757-763 (1997)
19. Blake, A., Isard, M.: Active Contours. Springer, Heidelberg (1998)
20. Zhou, Y., Gu, L., Zhang, H.: Bayesian tangent shape model: estimating shape and pose parameters via bayesian inference. In: Proceedings of CVPR, pp. 109-116 (2003)
21. Cootes, T.F., Edwards, G.J., Taylor, C.J.: Active appearance models. In: Proceedings of ECCV, vol. 2, pp. 484-498 (1998)
22. Zhou, Y., Zhang, W., Tang, X., Shum, H.: A bayesian mixture model for multi-view face alignment. In: Proceedings of CVPR, vol. 2, pp. 741-746 (2005)
23. Gu, L., Kanade, T.: 3d alignment of face in a single image. In: Proceedings of CVPR, pp. 1305-1312 (2006)
24. Gonzalez-Mora, J., De la Torre, F., Murthi, R., Guil, N., Zapata, E.L.: Bilinear active appearance models. In: ICCV, pp. 1-8 (2007)
25. Dedeoglu, G., Kanade, T., Baker, S.: The asymmetry of image registration and its application to face tracking. IEEE Transactions on PAMI 29, 807-823 (2007)
26. Liang, L., Xiao, R., Wen, F., Sun, J.: Face alignment via component-based discriminative search. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol. 5303, pp. 72-85. Springer, Heidelberg (2008)
27. Gu, L., Kanade, T.: A generative shape regularization model for robust face alignment. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part I. LNCS, vol. 5302, pp. 413-426. Springer, Heidelberg (2008)
28. Ahlberg, J.: Candide-3: An updated parametrized face. Technical Report LiTH-ISY-R-2326, Linköping Univ. (2001)
29. Ravyse, I., Enescu, V., Sahli, H.: Kernel-based head tracker for videophony. In: ICIP 2005, vol. 3, pp. 1068-1071 (2005)
30. Dornaika, F., Davoine, F.: Simultaneous facial action tracking and expression recognition using a particle filter. In: Proceedings of ICCV, pp. 1733-1738 (2005)
31. Goodall, C.: Procrustes methods in the statistical analysis of shape. J. R. Statist. Soc. B., 285-339 (1991)
32. Ross, D., Lim, J., Lin, R.S., Yang, M.H.: Incremental learning for robust visual tracking. International Journal of Computer Vision 77, 125-141 (2008)
33. Cascia, M.L., Sclaroff, S., Athitsos, V.: Fast, reliable head tracking under varying illumination: An approach based on robust registration of texture-mapped 3d models. IEEE Trans. PAMI 22 (2000)
34. Kanade, T., Cohn, J., Tian, Y.L.: Comprehensive database for facial expresison analysis. In: Proceedings of AFGR, pp. 46-53 (2000)