AN OPTIMAL BACKPROPAGATION NETWORK FOR FACE IDENTIFICATION AND LOCALIZATION

Goutam Sarker

References

  1. [1] H.P. Graf, T. Chen, E. Petajan, and E. Cosatto, Locating faces and facial parts, Proc. First Int. Workshop on Automatic Face and Gesture Recognition, 1995, 41–46.
  2. [2] A.C. Loui, C.N. Judice, and S. Liu, An image database for benchmarking of automatic face detection and recognition algorithms, Proc. IEEE Int. Conf. Image Processing, 1998, 146–150.
  3. [3] H. Rowley, S. Baluja, and T. Kanade, Rotation invariant neural network based face detection, Proc. IEEE Conf. Computer Vision and Pattern Recognition, 1998, 38–44.
  4. [4] M.H. Yang, D.J. Kriegman, and N. Ahuja, Detecting faces in images: a survey, IEEE Transactions on Pattern Recognition and Machine Intelligence, 24(1), 2002, 34–58.
  5. [5] K.K. Sung and T. Poggio, Example based learning for view based human face detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(1), 1998, 39–51.
  6. [6] H. Rowley, S. Baluja, and T. Kanade, Neural network based face detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(1), 1998, 23–38.
  7. [7] A. Samal and P.A. Iyengar, Automatic recognition and analysis of human faces and facial expressions: a survey, Pattern Recognition, 25(1), 1992, 65–77.
  8. [8] H. Schneiderman and T. Kanade, Probabilistic modeling of local appearance and spatial relationships for object recognition, Proc. IEEE Conf. Computer Vision and Pattern Recognition, 1998, 45–51.
  9. [9] A. Martinez and A. Kak, PCA versus LDA, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(2) 2001, 228–233.
  10. [10] Y. Sumi and Y. Ohta, Detection of face orientation and facial components using distributed appearance modeling, Proc. First Int’l Workshop Automatic Face and Gesture Recognition, 1995, 254–259.
  11. [11] G. Yang and T.S. Huang, Human face detection in complex background, Pattern Recognition, 27(1), 1994, 53–63.
  12. [12] K.C. Yow and R. Cipolla, A probabilistic framework for perceptual grouping of features for human face detection, Proc. Second Int. Conf. on Automatic Face and Gesture Recognition, 1996, 16–21.
  13. [13] A. Yuille, P. Hallinan, and D. Cohen, Feature extraction from faces using deformable templates, International Journal of Computer Vision, 8(2), 1992, 99–111.
  14. [14] W. Zhao, R. Chellappa, and A. Krishnaswamy, Discriminant analysis of principal components for face recognition, Proc. Third Int. Conf. on Automatic Face and Gesture Recognition, 1998, 336–341.

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