Interactive region-based linear 3D face models

ACM Transactions on Graphics

Volumn 30, Issue 4, 2011, Pages

  Tena, J Rafael ^a   De La Torre, Fernando ^b   Matthews, Iain ^a  

^a DISNEY RESEARCH   (United States)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Animation; Face modeling; Interactive model; Linear model; Piece wise model

Indexed keywords

3D FACE MODELS; FACE MODELING; HOLISTIC APPROACH; INTERACTIVE MODELS; LEAST MEAN SQUARES; LINEAR MODEL; MOTION CAPTURE DATA; PCA MODEL; PIECE-WISE; PRODUCTION ENVIRONMENTS; REGION-BASED; REGION-BASED MODELS; SEMANTIC INTERPRETATION; SUBMODELS; TRAINING DATA;

ANIMATION; INTERACTIVE COMPUTER GRAPHICS; PRINCIPAL COMPONENT ANALYSIS; SEMANTICS; THREE DIMENSIONAL COMPUTER GRAPHICS; USER INTERFACES;

THREE DIMENSIONAL;

EID: 80051887496     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/1964921.1964971     Document Type: Article

References (30)

1. ALLEN, B., CURLESS, B., AND POPOVIĆ, Z. 2003. The space of human body shapes: Reconstruction and parameterization from range scans. ACM Transactions on Graphics 22, 3 (July), 587-594.
2. BERGERON, P., AND LACHAPELLE, P. 1985. Controlling facial expressions and body movements in the computer-generated animated short "Tonly De Peltrie". In Computer Graphics, Advanced Computer Animation seminar notes.
3. BLACK, M., AND YACOOB, Y. 1995. Tracking and recognizing rigid and non-rigid facial motions using local parametric models of image motion. In Proceedings of the Fifth International Conference on Computer Vision, 374-381.
4. BLANZ, V., AND VETTER, T. 1999. A morphable model for the synthesis of 3D faces. In Proceedings of SIGGRAPH, 187-194.
5. BUCK, I., FINKELSTEIN, A., JACOBS, C., KLEIN, A., SALESIN, D. H., SEIMS, J., SZELISKI, R., AND TOYAMA, K. 2000. Performance-driven hand-drawn animation. In Proceedings of the 1st International Symposium on Non-photorealistic Animation and Rendering, 101-108.
6. COOTES, T. F., EDWARDS, G. J., AND TAYLOR, C. J. 1998. Active appearance models. In Proceedings of the 5th European Conference on Computer Vision, 484-498. (Pubitemid 128093046)
7. DECARLO, D., AND METAXAS, D. 2000. Optical flow constraints on deformable models with applications to face tracking. International Journal of Computer Vision 38, 2 (July), 99-127.
8. DRYDEN, I. L., AND MARDIA, K. V. 2002. Statistical Shape Analysis. John Wiley &Sons.
9. EDWARDS, G. J., COOTES, T. F., AND TAYLOR, C. J. 1998. Face recognition using active appearance models. In Proceedings of the 5th European Conference on Computer Vision, 581-595. (Pubitemid 128093052)
10. EKMAN, P., AND FRIESEN, W. V. 1978. Facial Action Coding System: A Technique for the Measurement of Facial Movement. Consulting Psychologists Press, Palo Alto, CA.
11. FENG, W.-W., KIM, B.-U., AND YU, Y. 2008. Real-time data driven deformation using kernel canonical correlation analysis. ACM Transactions on Graphics 27 (August), 91:1-91:9.
12. JOSHI, P., TIEN, W. C., DESBRUN, M., AND PIGHIN, F. 2003. Learning controls for blend shape based realistic facial animation. In Proceedings of ACM SIGGRAPH/Eurographics symposium on Computer Animation, 187-192.
13. LAU, M., CHAI, J., XU, Y.-Q., AND SHUM, H.-Y. 2009. Face poser: Interactive modeling of 3D facial expressions using facial priors. ACM Transactions on Graphics 29, 1 (Dec.), 3:1-3:17.
14. LAWRENCE, N. D. 2007. Learning for larger datasets with the gaussian process latent variable model. In International Workshop on Artificial Intelligence and Statistics.
15. LEWIS, J. P., AND ANJYO, K. 2010. Direct manipulation blendshapes. Computer Graphics and Applications, IEEE 30, 4 (July), 42-50.
16. MATTHEWS, I., AND BAKER, S. 2004. Active appearance models revisited. International Journal of Computer Vision 60 (November), 135-164.
17. MEYER, M., AND ANDERSON, J. 2007. Key point subspace acceleration and soft caching. ACM Transactions on Graphics 26, 3 (July), 74:1-74:8.
18. NG, A. Y., JORDAN, M. I., AND WEISS, Y. 2001. On spectral clustering: Analysis and an algorithm. In Advances in Neural Information Processing Systems, MIT Press, 849-856.
19. NISHINO, K., NAYAR, S. K., AND JEBARA, T. 2005. Clustered blockwise PCA for representing visual data. IEEE Transactions on Pattern Analysis Machine Intelligence 27 (October), 1675-1679. (Pubitemid 41555412)
20. NOH, J.-Y., FIDALEO, D., AND NEUMANN, U. 2000. Animated deformations with radial basis functions. In Proceedings of the ACM symposium on Virtual reality software and technology, 166-174.
21. PENTLAND, A., MOGHADDAM, B., AND STARNER, T. 1994. View-based and modular eigenspaces for face recognition. In Proceedings of the Conference on Computer Vision and Pattern Recognition, 84-91.
22. PEYRAS, J., BARTOLI, A., MERCIER, H., AND DALLE, P. 2007. Segmented AAMs improve person-independent face fitting. In British Machine Vision Conference.
23. PIGHIN, F., HECKER, J., LISCHINSKI, D., SZELISKI, R., AND SALESIN, D. H. 1998. Synthesizing realistic facial expressions from photographs. In Proceedings of SIGGRAPH, 75-84.
24. SORKINE, O., COHEN-OR, D., LIPMAN, Y., ALEXA, M., RÖSSL, C., AND SEIDEL, H.-P. 2004. Laplacian surface editing. In Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing, 175-184.
25. TENA, J. R., HAMOUZ, M., HILTON, A., AND ILLINGWORTH, J. 2006. A validated method for dense non-rigid 3D face registration. In Proceedings of the IEEE International Conference on Video and Signal Based Surveillance.
26. TENENBAUM, J. B., DE SILVA, V., AND LANGFORD, J. C. 2000. A global geometric framework for nonlinear dimensionality reduction. Science 290, 5500, 2319-2323. (Pubitemid 32041577)
27. TURK, M., AND PENTLAND, A. 1991. Eigenfaces for recognition. Journal of Cognitive Neuroscience 3 (January), 71-86.
28. VLASIC, D., BRAND, M., PFISTER, H., AND POPOVIĆ , J. 2005. Face transfer with multilinear models. ACM Transactions on Graphics 24, 3 (Aug.), 426-433.
29. ZHANG, L., SNAVELY, N., CURLESS, B., AND SEITZ, S. M. 2004. Spacetime faces: High resolution capture for modeling and animation. ACM Transactions on Graphics 23, 3 (Aug.), 548-558.
30. ZHANG, Q., LIU, Z., GUO, B., TERZOPOULOS, D., AND SHUM, H.-Y. 2006. Geometry-driven photorealistic facial expression synthesis. IEEE Transactions on Visualization and Computer Graphics 12 (January), 48-60. (Pubitemid 43170171)