Face recognition using KFD-Isomap

@article{Li2005FaceRU,
  title={Face recognition using KFD-Isomap},
  author={Rui-fan Li and Hong-wei Hao and Xu-Yan Tu and Cong Wang},
  journal={2005 International Conference on Machine Learning and Cybernetics},
  year={2005},
  volume={7},
  pages={4544-4548 Vol. 7}
}
Facial images with high dimension often belong to a manifold of intrinsically low dimension. Subspace methods utilize different algorithms to extract and analyze the underlying manifold for face recognition. Isomap is a recently proposed algorithm for manifold learning and nonlinear dimensionality reduction. However, since the Isomap is developed based on minimizing the reconstruction error with multi-dimensional scaling, it may not be optimal from classification viewpoint. In this paper, an… CONTINUE READING