The eye line is defined to be a horizontal line passing the two eyes of a human face. It can be used to help locate the true positions of eyes and face. In this paper, we propose a method to extract the horizontal eye line of a face under various environments. Based on the facts that the eye color is very different from skin color and the gray level variance of an eye is high, some eye-like regions are first located. Then the horizontal eye line is extracted based on the located eye-like regions and some geometric properties in a face. Experimental results are given to show that the proposed method is robust under a wide range of lighting conditions, different poses and races. The detection rate for HHI face database is 95.63%. For Champion face database, the detection rate is 94.27%.
|Number of pages||23|
|Journal||International Journal of Pattern Recognition and Artificial Intelligence|
|State||Published - May 2010|
- Face detection; various lighting environments; eye line; skin color
Jing, M-Q., & Chen, L-H. (2010). A NOVEL METHOD FOR HORIZONTAL EYE LINE DETECTION UNDER VARIOUS ENVIRONMENTS. International Journal of Pattern Recognition and Artificial Intelligence, 24(3), 475-498. https://doi.org/10.1142/S0218001410008020