Boosted regression active shape models

BMVC 2007 - Proceedings of the British Machine Vision Conference 2007

Volumn , Issue , 2007, Pages

  Cristinacce, David ^a   Cootes, Tim ^a  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; FACE RECOGNITION; FEATURE EXTRACTION; IMAGE SEGMENTATION; ITERATIVE METHODS;

ACTIVE SHAPE MODEL; ACTIVE SHAPE MODELS; FEATURE DETECTOR; FEATURE LOCATION; FEATURE MODELS; LOCAL FEATURE; NEIGHBOURHOOD; REGRESSION MODEL;

REGRESSION ANALYSIS;

EID: 84898416245     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.21.79     Document Type: Conference Paper

References (19)

1. T. Ahonen, A. Hadid, and M. Pietikainen. Face recognition with local binary patterns. In 8th European Conference on Computer Vision 2004, Prague, Czech Republic, pages 469-481, 2004.
2. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. In 5th European Conference on Computer Vision 1998, Freiburg, Germany, volume 2, pages 484-498, 1998.
3. T. F. Cootes and C. J.Taylor. Active shape models. In 3rd British Machine Vision Conference 1992, pages 266-275, 1992.
4. D. Cristinacce and T. Cootes. Detection and tracking with constrained local models. In 17th British Machine Vision Conference 2006, Edinburgh, Scotland, pages 929-938, 2006.
5. N. Dowson and R. Bowden. Simultaneus modeling and tracking (smat) of feature sets. In 23rd Computer Vision and Pattern Recognition Conference 2005, San Diego, USA, pages 99-105, 2005.
6. M. Everingham and A. Zisserman. Regression and classification approaches to eye localistion in face images. In 7th International Conference on Automatic Face and Gesture Recognition 2006, Southampton, UK, pages 441-446, 2006.
7. P. Felzenszwalb and D. Huttenlocher. Pictorial structures for object recognition. International Journal of Computer Vision, 61:55-79, 2005.
8. Y. Freund, R. Iyer, R. E. Schapire, and Y. Singer. An efficient boosting algorithm for combining preferences. Journal of Machine Learning Research, 4:933-969, 2003.
9. J. Friedman, T. Hastie, and R. Tibshirani. Additive logistic regression: a statistical view of boosting. The Annals of Statisics, 28:337-407, 2000.
10. O. Jesorsky, K. J. Kirchberg, and R. W. Frischholz. Robust face detection using the hausdorff distance. In 3rd International Conference on Audio-and Video-Based Biometric Person Authentication 2001, Halmstad, Sweden, pages 90-95, 2001.
11. G. Langs, P.Peloschek, R. Donnner, M. Reiter, and H. Bischof. Active feature models. In 18th International Conference on Pattern Recognition 2006, Hong Kong, China, pages 417-420, 2006.
12. R. Lienhart and J. Maydt. An extended set of haar-like features for rapid object detection. In IEEE International Conference on Image Processing, pages 900-903, New York, USA, 2002.
13. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre. Xm2vtsdb: The extended m2vts database. In 2nd International Conference on Audio-and Video-Based Biometric Person Authentication 1999, Washington DC, USA, pages 72-77, 1999.
14. M. Seise, S. McKenna, I. W. Ricketts, and C. A. Wigderowitz. Learning active shape models for bifurcating contours. IEEE Transactions on Medical Imaging, 26(5):666-677, 2007.
15. M. Turk and A. Pentland. Eigenfaces for recognition. Journal of Cognitive Neuroscience, 3(1):71-86, 1991.
16. B. van Ginneken, A.F. Frangi, J.J. Staal, B.M. ter Haar Romeny, and M.A. Viergever. Active shape model segmentation with optimal features. IEEE Transactions on Medical Imaging, 21:24-933, 2002.
17. P. Viola and M. Jones. Rapid object detection using a boosted cascade of simple features. In 19th Computer Vision and Pattern Recognition Conference 2001, Hawaii, USA, volume 1, pages 511-518, Kauai, Hawaii, 2001.
18. M.Wimmer, F. Stulp, S. Tschechne, and B. Radig. Learning robust objective functions for model fitting in image understanding applications. In 17th British Machine Vision Conference 2006, Edinburgh, Scotland, pages 1159-1168, 2006.
19. Y. Zheng, X. S. Zhou, B. Georgescu, S.K. Zhou, and D. Comaniciu. Example based non-rigid shape detection. In 9th European Conference on Computer Vision 2006, Grax, Austria, pages 423-436, 2006.