A robust shape model for multi-view car alignment

2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009

Volumn , Issue , 2009, Pages 2466-2473

  Li, Yan ^a   Gu, Leon ^a   Kanade, Takeo ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; INFERENCE ENGINES;

BACKGROUND FEATURES; BACKGROUND SCENES; BAYESIAN INFERENCE; FEATURE DETECTION; OBSERVATION NOISE; OBSERVED DATA; PARTIAL OCCLUSIONS; SHAPE PREDICTION;

COMPUTER VISION;

EID: 70450189975     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2009.5206799     Document Type: Conference Paper

References (25)

1. V. Blanz and T. Vetter. A morphable model for the synthesis of 3d faces. In SIGGRAPH, pages 187-194, 1999.
2. L. Breiman. Random forests. Machine Learning, 45: 5-32, 2001.
3. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. PAMI, 23(6): 681-685, 2001.
4. T. F. Cootes and C. J. Taylor. A mixture model for representing shape variation. Image and Vision Computing, pages 110-119, 1997.
5. T. F. Cootes, C. J. Taylor, D. H. Cooper, and J. Graham. Active shape model - their training and application. Computer Vision and Image Understanding, 61(1): 38-59, Jan 1995.
6. T. F. Cootes, K. Walker, and C. J. Taylor. View-based active appearance models. In Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition, 2000.
7. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005.
8. I. Dryden and K. Mardia. Statistical Shape Analysis. John Wiley & Sons, 1998.
9. M. A. Fischler and R. C. Bolles. Random sample consensus: A paradigm for model fitting with application to image analysis and automated cartography. pages 381-395, 1981.
10. P. Geurts, D. Ernst, and L.Wehenkel. Extremely randomized trees. Machine Learning, 63: 3-42, 2006.
11. J. Gower and G. Dijksterhuis. Procrustes Problems. Oxford University Press, 2004.
12. L. Gu and T. Kanade. 3d alignment of face in a single image. In Proceedings of Computer Vision and Pattern Recognition, 2006.
13. L. Gu and T. Kanade. A generative shape regularization model for robust face alignment. In Proceedings of The 10th European Conference on Computer Vision, 2008.
14. M. Kass, A. Witkin, and D. Terzopoulos. Snakes: Active contour models. IJCV, 1(4): 321-331, 1988.
15. V. Lepetit, P. Lagger, and P. Fua. Randomized trees for realtime keypoint recognition. In Proceedings of Computer Vision and Pattern Recognition, 2005.
16. L. Liang, R. Xiao, F. Wen, and J. Sun. Face alignment via component-based discriminative search. In Proceedings of European Conference on Computer Vision, 2008.
17. C. Liu, H. Shum, and C. Zhang. Hierarchical shape modeling for automatic face localization. In Proceedings of European Conference on Computer Vision, 2002.
18. M. Rogers and J. Graham. Robust active shape model search. In Proceedings of European Conference on Computer Vision, 2002.
19. S. Romdhani, S. Gong, and A. Psarrou. A multi-view nonlinear active shape model using kernel PCA. In BMVC, 1999.
20. P. J. Rousseeuw. Robust regression and outlier detection. Wiley, New York, 1987.
21. C. Steward. Robust parameter estimation in computer vision. SIAM Review, 41(3): 513-537, 1999.
22. M. E. Tipping and C. M. Bishop. Probabilistic principal component analysis. Journal of the Royal Statistical Society, Series B, 61: 611-622, 1999.
23. J. Tu, Z. Zhang, Z. Zeng, and T. Huang. Face localization via hierarchical CONDENSATION with Fisher boosting feature selection. In Proceedings of Computer Vision and Pattern Recognition, 2004.
24. Y. Zhou, L. Gu, and H. J. Zhang. Bayesian tangent shape model: estimating shape and pose parameters via Bayesian inference. In Proceedings of Computer Vision and Pattern Recognition, 2003.
25. Y. Zhou, W. Zhang, X. Tang, and H. Shum. A Bayesian mixture model for multi-view face alignment. In Proceedings of Computer Vision and Pattern Recognition, 2005.