Title :
An algorithm for real time eye detection in face images
Author :
Orazio, T.D. ; Leo, M. ; Cicirelli, G. ; Distante, A.
Author_Institution :
Inst. of Intelligent Syst. for Autom., Bari, Italy
Abstract :
The problem of eye detection in face images is very important for a large number of applications ranging from face recognition to gaze tracking. In this paper, we propose a new algorithm for eyes detection that uses iris geometrical information for determining in the whole image the region candidate to contain an eye, and then the symmetry for selecting the couple of eyes. The novelty of this work is that the algorithm works on complex images without constraints on the background, skin color segmentation and so on. Different experiments, carried out on images of subjects with different eyes colors, some of them wearing glasses, demonstrate the effectiveness and robustness of the proposed algorithm.
Keywords :
eye; face recognition; image colour analysis; image segmentation; object detection; face images; face recognition; gaze tracking; iris geometrical information; real time eye detection; skin color segmentation; Cameras; Detection algorithms; Eyes; Face detection; Face recognition; Glass; Image segmentation; Intelligent systems; Iris; Skin;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334521