Face Detection Using Convolutional Neural Networks and Gabor Filters

1. Adini, Y., Moses, Y., Ullman, S.: Face recognition: The problem of compensating for changes in illumination direction. IEEE Trans. on Patt. Anal. Mach. Intell. 19(7), 721–731 (1997)

   Article  Google Scholar 

2. Garcia, C., Delakis, M.: A neural architecture for fast and robust face detection. Int. Conf. on Pattern Recognition, 44–47 (2002)

   Google Scholar 

3. Jones, J., Palmer, L.: An evaluation of the two dimensional Gabor filter model of simple receptive fields in cat striate cortex. Journal of Neurophysiology 58, 1233–1258 (1987)

   Google Scholar 

4. Kwolek, B.: Stereovision–based head tracking using color and ellipse fitting in a particle filter. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3024, pp. 192–204. Springer, Heidelberg (2004)

   Chapter  Google Scholar 

5. Lawrence, S., Giles, C.L., Tsoi, A., Back, A.: Face recognition: A convolutional neural network approach. IEEE Trans. on Neural Networks 8(1), 98–113 (1997)

   Article  Google Scholar 

6. LeCun, Y., Bengio, Y.: Convolutional networks for images, speech, and time-series. In: Arbib, M.A. (ed.) The handbook of brain theory and neural networks. MIT Press, Cambridge (1995)

   Google Scholar 

7. Rowley, H.A., Baluja, S., Kanade, T.: Neural network-based face detection. IEEE Trans. on Patt. Anal. Mach. Intell. 20(1), 23–38 (1998)

   Article  Google Scholar 

8. Sung, K.K., Poggio, T.: Example based learning for view-based human face detection. IEEE Trans. on Patt. Anal. Mach. Intell. 20(1), 39–50 (1998)

   Article  Google Scholar 

9. Yang, M.-H., Kriegman, D., Ahuja, N.: Detecting faces in images: A survey. IEEE Trans. on Patt. Anal. Mach. Intell. 24(1), 34–58 (2002)

   Article  Google Scholar 

10. Zhang, J., Yan, Y., Lades, M.: Face recognition: Eigenface, elastic matching, and neural nets. Proc. of IEEE 85, 423–435 (1997)

    Google Scholar 

Download references