Identifying individuals in video by combining 'generative' and discriminative head models

Proceedings of the IEEE International Conference on Computer Vision

Volumn II, Issue , 2005, Pages 1103-1110

  Everingham, Mark ^a   Zisserman, Andrew ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DISCRIMINATIVE HEAD MODELS; FACE DETECTION; PARTIAL OCCLUSION; TREE STRUCTURED CLASSIFIERS;

AUTOMATIC PROGRAMMING; CONSTRAINT THEORY; DATA REDUCTION; DISCRIMINATORS; IMAGE PROCESSING; MATHEMATICAL MODELS; TREES (MATHEMATICS);

IDENTIFICATION (CONTROL SYSTEMS);

EID: 33745861631     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2005.116     Document Type: Conference Paper

References (24)

1. P. Belhumeur, J. Hespanha, and D. Kriegman. Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection. IEEE PAMI, 19(7):711-720, 1997.
2. T. Berg, A. Berg, J. Edwards, M. Maire, R. White, Y. W. Teh, E. Learned-Miller, and D. Forsyth. Names and faces in the news. In Proc. CVPR, pages 848-854, 2004.
3. V. Blanz, C. Basso, T. Poggio, and T. Vetter. Reanimating faces in images and video. In Proc. EUROGRAPHICS 2003, pages 641-650, 2003.
4. V. Blanz and T. Vetter. Face recognition based on fitting a 3D morphable model. IEEE PAMI, 25:1063-1074, 2003.
5. T. F. Cootes, K. Walker, and C. J. Taylor. View-based active appearance models. In Proc. AFGR, pages 227-232, 2000.
6. D. Cristinacce and T. Cootes. A comparison of shape constrained facial feature detectors. In Proc. AFGR, pages 375-380, 2004.
7. M. Dimitrijevic, S. Ilic, and P. Fua. Accurate face models from uncalibrated and ill-lit video sequences. In Proc. CVPR, 2004.
8. S. Eickeler, F. Wallhoff, U. Iurgel, and G. Rigoll. Content-based indexing of images and video using face detection and recognition methods. In Proc. ICASSP, 2001.
9. M. Everingham and A. Zisserman. Automated person identification in video. In Proc. CIVR, pages 289-298, 2004.
10. A. W. Fitzgibbon. Robust registration of 2D and 3D point sets. In Proc. BMVC., pages 662-670, 2001.
11. A. W. Fitzgibbon and A. Zisserman. On affine invariant clustering and automatic cast listing in movies. In Proc. ECCV, volume 3, pages 304-320. Springer-Verlag, 2002.
12. Y. Freund and R. Schapire. Experiments with a new boosting algorithm. In Proc. ICML, pages 148-156, 1996.
13. S. Z. Li, L. Zhu, Z. Q. Zhang, A. Blake, H. J. Zhang, and H. Shum. Statistical learning of multi-view face detection. In Proc. ECCV, 2002.
14. D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
15. K. Mikolajczyk, C. Schmid, and A. Zisserman. Human detection based on a probabilistic assembly of robust part detectors. In Proc. ECCV. Springer-Verlag, May 2004.
16. R. Osadchy, M. Miller, and Y. Lecun. Synergenistic face detection and pose estimation with energy-based model. In NIPS, 2005.
17. A. Pentland, B. Moghaddam, and T. Starner. View-based and modular eigenspaces for face recognition. In Proc. CVPR, pages 84-91, 1994.
18. S. Romdhani. Face Image Analysis Using a Multiple Features Fitting Strategy. PhD thesis, University of Basel, 2005.
19. H. Schneiderman and T. Kanade. A statistical method for 3D object detection applied to faces and cars. In Proc. CVPR, 2000.
20. B. Stenger, A. Thayananthan, P. Torr, and R. Cipolla. Hand pose estimation using hierarchical detection. In Proc. Intl. Workshop on HCI, pages 105-116, 2004.
21. A. Thayananthan, B. Stenger, P. Torr, and R. Cipolla. Shape context and chamfer matching in cluttered scenes. In Proc. CVPR, 2003.
22. M. Turk and A. P. Pentland. Face recognition using eigenfaces. In CVPR, pages 586-591, 1991.
23. P. Viola and M. Jones. Rapid object detection using a boosted cascade of simple features. In Proc. CVPR, pages 511-518, 2001.
24. M.-H. Yang, D. Roth, and N. Ahuja. A SNoW based face detector. In NIPS, 1999.