A New Biased Discriminant Analysis Using Composite Vectors for Eye Detection

@article{Kim2008ANB,
  title={A New Biased Discriminant Analysis Using Composite Vectors for Eye Detection},
  author={Chunghoon Kim and Sang-Il Choi and Matthew Turk and Chong-Ho Choi},
  journal={2008 8th IEEE International Conference on Automatic Face & Gesture Recognition},
  year={2008},
  pages={1-6}
}
We propose a new biased discriminant analysis (BDA) using composite vectors for eye detection. A composite vector consists of several pixels inside a window on an image. The covariance of composite vectors is obtained from their inner product and can be considered as a generalization of the covariance of pixels. The proposed composite BDA (C-BDA) method is a BDA using the covariance of composite vectors. We construct a hybrid cascade detector for eye detection, using Haar-like features in the… CONTINUE READING
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