DocumentCode
2290933
Title
Localizing the iris center by region growing search
Author
Cao, Bo ; Shan, Shiguang ; Gao, Wen ; Zhao, Debin
Author_Institution
Inst. of Comput. Technol., Acad. Sinica, Beijing, China
Volume
2
fYear
2002
fDate
2002
Firstpage
129
Abstract
A novel approach to localize human iris centers in facial images is proposed. From the estimated nose center of the detected face, the proposed method searches for the possible iris edge by gradually growing a rectangle, and then localizes the iris center in an expected region by searching for the pixel, which has the minimum average intensity. Experimental results show that this method has good performance for facial images under variations in pose and lighting direction. The speed of the method is notably fast. It has been successfully applied to a face recognition system for providing the eye locations for aligning faces.
Keywords
eye; face recognition; feature extraction; parameter estimation; search problems; eye locations; face alignment; face recognition; facial images; iris center localization; lighting direction; nose center; pose; region growing search; Eyebrows; Eyes; Face detection; Face recognition; Facial features; Feature extraction; Image edge detection; Iris; Nose; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on
Print_ISBN
0-7803-7304-9
Type
conf
DOI
10.1109/ICME.2002.1035529
Filename
1035529
Link To Document