Face detection using support vector domain description in color images

@article{Seo2004FaceDU,
  title={Face detection using support vector domain description in color images},
  author={Jin Seo and Hanseok Ko},
  journal={2004 IEEE International Conference on Acoustics, Speech, and Signal Processing},
  year={2004},
  volume={5},
  pages={V-729}
}
We present a system for face detection in color images using the support vector domain description (SVDD). Conventional face detection algorithms require a training procedure using both face and non-face images. In the SVDD, however, we employ only face images for training. We can detect faces in color images from the radius and center pairs of SVDD. We also use entropic threshold for extracting the facial feature and sliding window for improved performance while saving processing time… CONTINUE READING

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