@inproceedings{7a93da3d8a4d46ff88da5fd9ad606b7f,
title = "PCA face verification system using smart cards",
abstract = "This paper proposes a three factor verification system based on PCA face recognition for smart cards implementation to address some possible vulnerability on smart cards that would allow identity theft. The proposal aims to combine the robustness provided by smart cards and face recognition via PCA approach using ANN. The limited storage capacity on smart cards was a prior consideration on the system design. The results were obtained using the Faces94 database that includes sequence photographs of 153 subjects (20 females and 133 males) with facial expression changes. The proposed method tests showed that the system given an appropriate threshold value provides a good recognition rate and a low false acceptance.",
keywords = "Biometrics, Eigenfaces, Face recognition, PCA, Smart cards",
author = "Alejandro Lara and Gualberto Aguilar and Gina Gallegos",
year = "2012",
language = "Ingl{\'e}s",
isbn = "9781601322258",
series = "Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012",
pages = "634--638",
booktitle = "Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012",
note = "2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012 ; Conference date: 16-07-2012 Through 19-07-2012",
}