Ensemble and modular approaches for face detection: A comparison

Advances in Neural Information Processing Systems

Volumn , Issue , 1998, Pages 472-478

  Feraud, Raphaël ^a   Bernier, Olivier ^a  

^a ORANGE LABS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

MIXTURES; NEURAL NETWORKS;

AUTOASSOCIATIVE NEURAL NETWORKS; DETECTION ABILITY; FACE DATABASE; LEARNING MODELS; MODULAR APPROACH; NUMBER OF FALSE ALARMS; STATE OF THE ART;

FACE RECOGNITION;

EID: 0041442183     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. [Collobert, M. et al., 1996] Collobert, M., Feraud, R., Le Tourneur, G., Bernier, O., Viallet, J.E, Mahieux, Y., and Collobert, D. (1996). Listen: A system for locating and tracking individual speaker. In Second International Conference On Automatic Face and Gesture Recognition.
2. [Feraud, R. et al., 1997] Feraud, R., Bernier, O., and Collobert, D. (1997). A constrained generative model applied to face detection. Neural Processing Letters.
3. [Geman, S. et al., 1992] Geman, S., Bienenstock, E., and Doursat, R. (1992). Neural networks and the bias-variance dilemma. Neural Computation, 4:1-58.
4. [Jacobs, R. A. et al., 1991] Jacobs, R. A., Jordan, M. I., Nowlan, S. J., and Hinton, G. E. (1991). Adaptative mixtures of local experts. Neural Computation, 3:79-87.
5. [Kramer, 1991] Kramer, M. (1991). Nonlinear principal component analysis using autoas- sociative neural networks. AIChE Journal, 37:233-243.
6. [Ilaviv, Y. and Intrator, N., 1996] Ilaviv, Y. and Intrator, N. (1996). Bootstrapping with noise: An effective regularization technique. Connection Science, 8:355-372.
7. [Rowley, H. et al., 1995] Rowley, H., Baluja, S., and Kanade, T. (1995). Human face detection in visual scenes. In Neural Information Processing Systems 8.
8. [Sung, K. and Poggio, T., 1994] Sung, K. and Poggio, T. (1994). Exam pie- based learning for view-based human face detection. Technical report, M.I.T.
9. [Vapnik, 1995] Vapnik, V. (1995). The Nature of Statistical Learning Theory. Springer- Verlag New York Heidelberg Berlin.