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 :
بازگشت