Fast eye localization without a face model using inner product detectors

@article{Araujo2014FastEL,
  title={Fast eye localization without a face model using inner product detectors},
  author={Gabriel M. Araujo and Felipe M. Lopes Ribeiro and Eduardo A. B. da Silva and Siome Goldenstein},
  journal={2014 IEEE International Conference on Image Processing (ICIP)},
  year={2014},
  pages={1366-1370}
}
Many applications in the area of human-machine interaction require accurate and fast facial landmarks localization. Non-invasive techniques are even more essential when the goal is social inclusion. In this work, we propose a novel approach for the detection of landmarks on faces. We introduce a new detector, the Inner Product Detector (IPD), based on correlation filters. The main advantages of the proposed method are the tolerance to small variance on the desired patterns, a low computational… CONTINUE READING