Non-linear predictors for facial feature tracking across pose and expression

2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013

Volumn , Issue , 2013, Pages

  Sheerman Chase, Tim ^a   Ong, Eng Jon ^a   Bowden, Richard ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DISPLACEMENT VECTORS; FACIAL FEATURE TRACKING; GRADIENT BOOSTING; LINEAR PREDICTORS; NONLINEAR PREDICTORS; REGRESSION TREES; STATE-OF-THE-ART METHODS; TRACKING FAILURE;

ALGORITHMS;

ESTIMATION;

EID: 84881540401     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FG.2013.6553763     Document Type: Conference Paper

References (18)

1. T. Cootes, G. Edwards, and C. Taylor, "Active appearance models," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 23, no. 6, pp. 681-685, 2001.
2. T. C. Patrick Sauer and C. Taylor, "Accurate regression procedures for active appearance models," in Proc. BMVC, 2011, pp. 30.1-30.11, http://dx.doi.org/10.5244/C.25.30.
3. L. Zhang, H. Ai, S. Xin, C. Huang, S. Tsukiji, and S. Lao, "Robust face alignment based on local texture classifiers," in IEEE International Conference on Image Processing, vol. 2, September 2005, pp. II-354-7.
4. D. Cristinacce and T. Cootes, "Feature detection and tracking with constrained local models," in Proc. of British Machine Vision Conference, 2006, pp. 929-938.
5. L. Ding and A. Martinez, "Features versus context: An approach for precise and detailed detection and delineation of faces and facial featurse," IEEE Trans. on Pattern Analysis and Machine Intelligence, 2010.
6. F. Sukno, S. Ordas, C. Butakoff, S. Cruz, and A. Frangi, "Active shape models with invariant optimal features: Application to facial analysis," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 29, no. 7, pp. 1105-1117, 2007.
7. I. Castelli, M. Maggini, S. Melacci, and L. Sarti, "Auto associative neural network based active shape models," in Proc. of 8th IEEE International Conference on Face and Gesture, 2008, pp. 1-6.
8. I. Matthews, T. Cootes, and J. Bangham, "Extraction of visual features for lipreading," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 24, no. 2, pp. 198-213, 2002.
9. T. Cootes, C. Taylor, D. Cooper, and J. Graham, "Active shape models-their training and application," Computer Vision and Image Understanding, vol. 61, no. 1, pp. 38-59, January 1995.
10. K. Atul, Y. Huang, and D. Metaxas, "Tracking facial features using mixture of point distribution models," in Proc. of Indian Conference on Computer Vision Graphics and Image Processing, India, December 2006, pp. 492-503.
11. J. Xiao, S. Baker, I. Matthews, and T. Kanade, "Real-time combined 2d+3d active appearance models," in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, vol. 2, June 2004, pp. 535-542.
12. F. Dornaika and J. Ahlberg, "Fitting 3d face models for tracking and active appearance model training," Image and Vision Computing, vol. 24, no. 9, pp. 1010-1024, 2006.
13. J. Sun g, T. Kanade, and D. Kim, "Pose robust face tracking by combining active appearance models and cylinder head models," International Journal on Computer Vision, vol. 80, no. 2, pp. 260-274, 2008.
14. E. Ong, Y. Lan, B. Theobald, R. Harvey, and R. Bowden, "Robust facial feature tracking using selected multi-resolution linear predictors," in Proc. of the 12th International Conference on Computer Vision, 2009.
15. T. F. Cootes, M. C. Ionita, C. Lindner, and P. Sauer, "Robust and accurate shape model fitting using random forest regression voting," in Proceedings of the 12th European conference on Computer Vision-Volume Part VII, ser. ECCV'12. Berlin, Heidelberg: Springer-Verlag, 2012, pp. 278-291.
16. M. Dantone, J. Gall, G. Fanelli, and L. V. Gool, "Real-time facial feature detection using conditional regression forests," in CVPR, 2012.
17. J. Friedman, "Greedy function approximation: A gradient boosting machine," Annals of Statistics, vol. 29, no. 5, pp. 1189-1232, 2001.
18. T. Sheerman-Chase, E.-J. Ong, and R. Bowden, "Cultural factors in the regression of non-verbal communication perception," in Proc. of the Workshop on Human Interaction in Computer Vision, Barcelona, Nov 2011.