Face alignment through subspace constrained mean-shifts

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2009, Pages 1034-1041

  Saragih, Jason M ^a   Lucey, Simon ^a   Cohn, Jeffrey F ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DEFORMABLE MODELS; EXISTING METHOD; FACE ALIGNMENT; JOINT MOTION; LANDMARK LOCATIONS; LOCAL MINIMUMS; MEAN SHIFT; NONPARAMETRIC REPRESENTATION; OPTIMIZATION STRATEGY; PARAMETRIC FORMS; SUBSPACE CONSTRAINT;

EQUATIONS OF MOTION; IMAGE SEGMENTATION;

COMPUTER VISION;

EID: 77953187857     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2009.5459377     Document Type: Conference Paper

References (16)

1. Y. Cheng. Mean Shift, Mode Seeking, and Clustering. PAMI, 17(8):790-799, 1995.
2. T. F. Cootes and C. J. Taylor. Active Shape Models - 'Smart Snakes'. In BMVC, pages 266-275, 1992.
3. D. Cristinacce and T. Cootes. Boosted Active Shape Models. In BMVC, volume 2, pages 880-889, 2007.
4. D. Cristinacce and T. F. Cootes. A Comparison of Shape Constrained Facial Feature Detectors. In FG, pages 375-380, 2004.
5. D. Cristinacce and T. F. Cootes. Feature Detection and Tracking with Constrained Local Models. In EMCV, pages 929-938, 2004.
6. M. Fashing and C. Tomasi. Mean Shift as a Bound Optimization. PAMI, 27(3), 2005.
7. R. Gross, I. Matthews, S. Baker, and T. Kanade. The CMU Multiple Pose, Illumination and Expression (MultiPIE) Database. Technical report, Robotics Institute, Carnegie Mellon University, 2007.
8. L. Gu and T. Kanade. A Generative Shape Regularization Model for Robust Face Alignment. In ECCV'08, 2008.
9. G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller. Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments. Technical Report 07-49, University of Massachusetts, Amherst, 2007.
10. X. Liu. Generic Face Alignment using Boosted Appearance Model. In CVPR, pages 1-8, 2007.
11. I. Matthews and S. Baker. Active Appearance Models Revisited. IJCV, 60:135-164, 2004.
12. K. Messer, J. Matas, J. Kittler, J. Lüttin, and G. Maitre. XM2VTSDB: The Extended M2VTS Database. In AVBPA, pages 72-77, 1999.
13. M. A. C.-P. nán and C. K. I. Williams. On the Number of Modes of a Gaussian Mixture. Lecture Notes in Computer Science, 2695:625-640, 2003.
14. M. H. Nguyen and F. De la Torre Frade. Local Minima Free Parameterized Appearance Models. In CVPR, 2008.
15. J. Saragih and R. Goecke. A Nonlinear Discriminative Approach to AAM Fitting. In ICCV, 2007.
16. Y.Wang, S. Lucey, and J. Cohn. Enforcing Convexity for Improved Alignment with Constrained Local Models. In CVPR, 2008.