Title :
Iris Segmentation Based on Shape from Shading and Parabolic Template
Author :
Wang, Changyu ; Song, Shangling ; Sun, Fengrong ; Mei, Liangmo
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan
Abstract :
Iris location is one of key steps in iris recognition system. Utilizing erosion operator, the inner-edge of iris was located. We reconstructed the 3D surface of eyeball by viscosity solution of Eikonal equation in shape from shading. According to the change rate between iris and sclera on the 3D surface, outer-edge of iris was picked up. For eyelids, a statistical parabolic template was proposed to locate them. Experiment results show that the algorithm can give quick and precise iris location and has good robustness
Keywords :
eye; image recognition; image segmentation; mathematical morphology; statistical analysis; 3D eyeball surface; Eikonal equation; iris location; iris recognition; iris segmentation; math morphology; statistical parabolic template; viscosity; Equations; Eyelids; Information science; Iris recognition; Robustness; Shape; Sun; Surface morphology; Surface reconstruction; Viscosity; biometrics; iris recognition; math morphology; shape from shading;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713973
