Title :
An efficient method to detect facial fiducial points for face recognition
Author :
Arca, Stefano ; Campadelli, Paola ; Lanzarotti, Raffaella
Author_Institution :
Dipt. di Sci. dell´´ Inf., Univ. degli Studi di Milano, Milan, Italy
Abstract :
In this paper, a completely automatic face recognition system is presented. It consists of two main modules: in the first, the facial fiducial points are localized, and in the second, the face is characterized applying a bank of Gabor filters in correspondence to the found fiducial points. This method is an evolution of the one we have presented; the fiducial point estimation is more efficient and self-correcting, and the face characterization is modified.
Keywords :
error correction; error detection; face recognition; feature extraction; filtering theory; Gabor filters; automatic face recognition system; error correction; facial fiducial points detection; fiducial point estimation; Eyebrows; Eyes; Face detection; Face recognition; Facial features; Gabor filters; Mouth; Nose; Robustness; System testing;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334190