PCA and LDA-based face verification using back-propagation neural network

@article{Chan2010PCAAL,
  title={PCA and LDA-based face verification using back-propagation neural network},
  author={Lih-Heng Chan and Sheikh Hussain Shaikh Salleh and Chee-Ming Ting and Ahmad Kamaru Ariff},
  journal={10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010)},
  year={2010},
  pages={728-732}
}
In this paper, we present back-propagation neural network (BPNN) as back-end classifier for face verification. Face features are extracted based on principal component analysis (PCA) and linear discriminant analysis (LDA). PCA efficiently reduces dimension of face images and represent them with eigenfaces; while LDA is alternatively used to improve… CONTINUE READING