Multi-view face pose estimation based on supervised ISA learning

Proceedings - 5th IEEE International Conference on Automatic Face Gesture Recognition, FGR 2002

Volumn , Issue , 2002, Pages 107-112

  Li, Stan Z ^a   Peng, Xianhuan ^b   Hou, Xinwen ^b   Zhang, Hongjiang ^a   Cheng, Qiansheng ^b  

^a MICROSOFT RESEARCH ASIA   (China)

^b PEKING UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EFFECTIVE LEARNING; FACE POSE ESTIMATION; INDEPENDENT SUBSPACE ANALYSIS; MULTI-VIEWS; POSE ESTIMATION; SUPERVISED METHODS;

GESTURE RECOGNITION;

EID: 33750797896     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.2002.1004140     Document Type: Conference Paper

References (13)

1. A. J. Bell and T. J. Sejnowski. "The 'independent components' of natural scenes are edge-lters". Vision Research, 37:3327- 3338, 1997.
2. J.-F. cardoso. "Multidimensional independent component anlysis". In Proceedings of the International Conference on A coustic, Sp eech and Signal Processing, Seattle, 98.
3. P. Comon. "Independen t component analysis-A new concept?". Signal Pr ocessing, 36:287-314, 1994.
4. A. Hyvärinen and P. Hoyer. "Emergence of phase and shift invariant features by decomposition of natural images into independen t feature subspaces".Neur al Computation, 12(7):1705- 1720, 2000.
5. C. Jutten and J. Herault. "Blind separation of sources, part I: An adaptiv e algorithm based on neuromimetic architecture". Signal Pr ocessing, 24:1-10, 1991.
6. T. Kohonen. Self-Organizing Maps. Information Sciences. Springer, Heidelberg, second edition, 1997.
7. A. Kuchinsky, C. Pering, M. L. Creech, D. F reeze, B. Serra, and J. Gwizdka. "FotoFile: A consumer multimedia organization and retriev al system". In Proc. A CM HCI'99 Conference, 1999.
8. T. Lee, M. Lewicki, and T. Sejnowski. ICA mixture models for unsupervised classi-cation of non-gaussian classes and automatic con text switc hing in blind separation.PAMI, 22(10), October 2000.
9. S. Z. Li, X. G. Lv, and H. J. Zhang. "View-based clustering of object appearances based on independent subspace analysis". In Pr oc ICCV, Vancouver, Canada, July 9-12 2001.
10. Y. M. Li, S. G. Gong, and H. Liddell. "support v ector regression and classi-cation based multi-view face detection and recognition". In IEEE Int. Conf. on Face & Gesture Recog-nition, pages 300-305, F rance, 2000.
11. J. Ng and S. Gong. "performing multi-view face detection and pose estimation using a composite support vector machine across the view sphere". In Proc. IEEE International Work-shop on F GRTS, pages 14-21, Corfu, Greece, September 1999.
12. B. A. Olshausen and D. J. Field. "natural image statistics and eÆcien t coding".Network, 7:333-339, 1996.
13. A. P. Pentland, B. Moghaddam, and T. Starner. "Viewbased and modular eigenspaces for face recognition". In Proc. CVPR, pages 84-91, 1994.