A NOVEL PUPIL LOCALIZATION METHOD BASED ON GABOREYE MODEL AND RADIAL SYMMETRY OPERATOR (MA-L2)

Author(s) : Peng Yang (Institute of Computing Technology of Chinese Academy of Sciences, China) Bo Du (ICT-ISVISION Joint R&D Laboratory fo Face Recognition, China) Shiguang Shan (ICT-ISVISION Joint R&D Laboratory fo Face Recognition, China) Wen Gao (Institute of Computing Technology of Chinese Academy of Sciences, China)

Abstract : The eyes are the most important facial landmarks on human face.The accuracy of face normalization, which is critical to the performance of the following face analysis steps, depends on the locations of the two eyes, as well as their relatively constant interocular distance. In this paper, we propose a novel GaborEye model for eye localization. Based on the special gray distribution in the eye-and-brow region, proper Gabor kernel is adaptively chosen to convolute with the face image to highlight the eye-and-brow region, which can be exploited to segment the two pupil regions efficiently. After getting the region of the pupil, a fast radial symmetry operator is used to locate the center of the pupil. Extensive experiments show that the method can accurately locate the pupils, and it is robust to the variations of face poses, expressions, accessories and illuminations.

Menu