Robust Precise Eye Location by Adaboost and SVM Techniques

@inproceedings{Tang2005RobustPE,
  title={Robust Precise Eye Location by Adaboost and SVM Techniques},
  author={Xusheng Tang and Zongying Ou and Tieming Su and Haibo Sun and Pengfei Zhao},
  booktitle={ISNN},
  year={2005}
}
This paper presents a novel approach for eye detection using a hierarchy cascade classifier based on Adaboost statistical learning method combined with SVM (Support Vector Machines) post classifier. On the first stage a face detector is used to locate the face in the whole image. After finding the face, an eye detector is used to detect the possible eye candidates within the face areas. Finally, the precise eye positions are decided by the eye-pair SVM classifiers which using geometrical and… CONTINUE READING
Highly Cited
This paper has 40 citations. REVIEW CITATIONS