3D facial geometry recovery via group-wise optical flow

2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008

Volumn , Issue , 2008, Pages

  Fang, Hui ^a   Costen, Nicholas ^a   Cristinacce, David ^b   Darby, John ^a  

^a MANCHESTER METROPOLITAN UNIVERSITY   (United Kingdom)

^b UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

3D FACE MODELS; 3D FACES; APPEARANCE MODELS; DRIFT-OFF; FACE FEATURE POINT; FACE TRACKING; FACIAL GEOMETRY; MINIMUM DESCRIPTION LENGTH; OPTICAL FLOW ALGORITHM; ROOT MEAN SQUARE ERRORS; SEQUENCE OF IMAGES; STATISTICAL MODELS; VIDEO SEQUENCES;

ALGORITHMS; GESTURE RECOGNITION; OPTICAL FLOWS; THREE DIMENSIONAL; VIDEO RECORDING;

FACE RECOGNITION;

EID: 67650650011     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.2008.4813356     Document Type: Conference Paper

References (17)

1. J. Barron, D. Fleete, and S. Beauchemin. Performance of optical flow techniques. International Journal of Computer Vision, 12(1):43-77, 1994.
2. A. Bartoli and A. Zisserman. Direct estimation of non-rigid registrations. In Proc. BMVC, pages 899-908, 2004.
3. J. R. Bergen, P. Anandan, K. J. Hanna, and R. Hingorani. Hierarchical model-based motion estimation. In Proc. ECCV, pages 237-252, 1992.
4. V. Blanz and T. Vetter. Face recognition based on fitting a 3D morphable model. IEEE Transations on Pattern Analysis and Machine Intelligence, 25(9):1-12, 2003.
5. T. Brox, A. Bruhn, N. Papenberg, and J. Weickert. High accuracy optical flow estimation based on a theory for warping. In Proc. ECCV, volume 4, pages 25-36, 2004. (Pubitemid 38717171)
6. A. K. R. Chowdhury and R. Chellappa. Face reconstruction from monocular video using uncertainty analysis and a generic model. Computer Vision and Image Understanding, 91:188-213, 2003.
7. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. IEEE Transations on Pattern Analysis and Machine Intelligence, 23(6):681-685, 2001. (Pubitemid 32585279)
8. T. F. Cootes and C. J. Taylor. Active shape models. In Proc. BMVC, pages 266-275, 1992.
9. T. F. Cootes, C. J. Twining, K. O. Babalola, and C. J. Taylor. Diffeomorphic statistical shape models. Image and Vision Computing, 26:326-332, 2008. (Pubitemid 350192029)
10. T. F. Cootes, C. J. Twining, V. Petrovic, R. Schestowitz, and C. J. Taylor. Groupwise construction of appearance model using piece-wise affine deformations. In Proc. BMVC, pages 879-888, 2005.
11. R. H. Davies, C. J. Twining, P. D. Allen, T. F. Cootes, and C. J. Taylor. Building optimal 2D satistical shape models. Image and Vision Computing, 21:1171-1182, 2003.
12. H. Fang and N. P. Costen. 3D face reconstruction under imperfect tracking circumstances using shape model constraints. In Proc AVC, pages 519-528, 2007.
13. M. Irani. Multi-frame optical flow estimation using subspace constraints. In Proc. ICCV, volume 1, pages 626-633, 1999. (Pubitemid 32080100)
14. M. J. Jones and T. Poggio. Multidimensional morphable models: A framework for representing and matching object classes. International Journal of Computer Vision, 29(2):1-28, 1998. (Pubitemid 128517907)
15. C. Tomasi and T. Kanade. Shape and motion from image streams under orthography: a factorization method. Interna-tional Journal of Computer Vision, 9(2):137-154, 1992. (Pubitemid 23621943)
16. L. Torresani, A. Hertzmann, and C. Bregler. Learning nonrigid 3D shape from 2D motion. In Proc. NIPS, pages 1555-1562, 2003.
17. Z. Zhang, J. Liu, D. Adler, M. F. Cohen, E. Hanson, and Y. Shan. Robust and rapid generation of animated faces from video images: A model-based modeling approach. Interna-tional Journal of Computer Vision, 58(2):93-119, 2004.