Localizing parts of faces using a consensus of exemplars

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2011, Pages 545-552

  Belhumeur, Peter N ^a,b   Jacobs, David W ^a,c   Kriegman, David J ^a,d   Kumar, Neeraj ^b  

^a Kriegman Belhumeur Vision Technologies   (United States)

^b Och Spine at New York Presbyterian Hospitals   (United States)

^c UNIVERSITY OF MARYLAND   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; COMPUTERS; ELECTRICAL ENGINEERING; SOFTWARE ENGINEERING;

BAYESIAN; GLOBAL MODELS; HIDDEN VARIABLE; HUMAN FACES; NON-PARAMETRIC; OBJECTIVE FUNCTIONS; STATE-OF-THE-ART PERFORMANCE;

PATTERN RECOGNITION;

EID: 80052899249     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2011.5995602     Document Type: Conference Paper

References (24)

1. 1st Intl. Workshop on Parts and Attributes. 2010. 546
2. L. Bourdev and J. Malik. Poselets: body part detectors trained using 3d human pose annotations. In In IEEE Conference on Computer Vision and Pattern Recognition, page 1365-1372, 2009. 546
3. M. Burl, T. Leung, and P. Perona. Face localization via shape statistics. In Workshop on Automatic Face and Gesture Recognition, 1995. 546
4. P. Campadelli, R. Lanzarotti, and G. Lipori. Automatic facial feature extraction for face recognition. In Face Recognition. I-Tech Education and Publishing, 2007. 546
5. D. Cristinacce and T. Cootes. Feature detection and tracking with constrained local models. In BMVC, pages 929-938, 2006. 546, 549, 550
6. D. Cristinacce, T. Cootes, and I. Scott. A multi-stage approach to facial feature detection. In BMVC, pages 231-240, 2004. 546
7. L. Ding and A. M. Martinez. Precise detailed detection of faces and facial features. In IEEE Computer Vision and Pattern Recognition (CVPR), 2008. 546
8. M. Eckhardt, I. Fasel, and J. Movellan. Towards practical facial feature detection. Int. J. of Pattern Recognition and Artificial Intelligence, 23(3):379-400, 2009. 546
9. M. Everingham, J. Sivic, and A. Zisserman. "Hello! My name is... Buffy" - automatic naming of characters in TV video. In BMVC, 2006. 546, 547, 550
10. N. Gourier, D. Hall, and J. L. Crowley. Facial features detection robust to pose, illumination and identity. In Int. Conf. on Systems, Man and Cybernetics, 2004. 546
11. L. Gu and T. Kanade. A generative shape regularization model for robust face alignment. In European Conference on Computer Vision (ECCV), pages 413-426, 2008. 546
12. E. Holden and R. Owens. Automatic facial point detection. In Asian Conf. Computer Vision, pages 731-736, 2002. 546
13. O. Jesorsky, K. J. Kirchberg, and R. W. Frischholz. Robust face detection using the Hausdorff distance. In Conf. on Audio-and Video-Based Biometric Person Authentication, pages 90-95. Springer, 2001. 549
14. N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar. Attribute and simile classifiers for face verification. In IEEE International Conference on Computer Vision, 2009. 546
15. B. Leibe, A. Ettlin, and B. Schiele. Learning semantic object parts for object categorization. Image and Vision Computing, 26:15-26, 1998. 546
16. D. Lowe. Distinctive image features from scale-invariant keypoints. Intl. Journal of Computer Vision, 2003. 547
17. S. Milborrow and F. Nicolls. Locating facial features with an extended active shape model. In European Conf. on Computer Vision, pages 504-513, 2008. 546, 550
18. M. Reinders, R. W. C. Koch, and J. Gerbrands. Locating facial features in image sequences using neural networks. In Conf. on Automatic Face and Gesture Recognition, pages 230-235, 1997. 546
19. J. M. Saragih, S. Lucey, and J. Cohn. Face alignment through subspace constrained mean-shifts. In International Conference of Computer Vision (ICCV), September 2009. 546
20. M. Valstar, B. Martinez, X. Binefa, and M. Pantic. Facial point detection using boosted regression and graph models. In IEEE Computer Vision and Pattern Recognition (CVPR), pages 2729-2736, 2010. 546, 547, 550, 552
21. P. Viola and M. Jones. Robust real-time face detection. Intl. Journal of Computer Vision, 57:137-154, 2004. 545, 546
22. D. Vukadinovic and M. Pantic. Fully automatic facial feature point detection using Gabor feature based boosted classifiers. In Int. Conf. on Systems, Man and Cybernetics, pages 1692-1698, 2005. 546, 547, 550
23. M.-H. Yang, D. J. Kriegman, and N. Ahuja. Detecting faces in images: A survey. IEEE Trans. on Pattern Analysis and Machine Intelligence, 24(1):34-58, 2002. 545
24. C. Zhan, W. Li, P. Ogunbona, and F. Safaei. Real-time facial feature point extraction. In Advances in multimedia information processing, pages 88-97. Springer-Verlag, 2007. 546