DocumentCode :
2844657
Title :
Automatic color face tracking using gray information
Author :
Essannouni, L. ; Elhaj, E. Ibn ; Aboutajdine, D.
Author_Institution :
GSCM Fac. des Sci. de Rabat, Rabat
fYear :
2008
fDate :
6-9 July 2008
Firstpage :
1010
Lastpage :
1014
Abstract :
In this paper we propose a new automatic face tracking method using the gray information. The method uses the gray information for extracting online the color skin of the main person. Therefore the proposed method is more robust than other approaches that uses a given database of skin, and more practical than methods witch uses manual initialization. The proposed framework combines face detection, on line skin color extraction, Kalman filter, and Gaussian skin color model for robust face tracking. The system is relatively insensitive to illumination conditions. In fact the system is able to track the face in the presence of blue light for example.
Keywords :
Kalman filters; face recognition; image colour analysis; tracking; Gaussian skin color model; Kalman filter; automatic color face tracking; face detection; gray information; on line skin color extraction; robust face tracking; Application software; Data mining; Databases; Detectors; Eyes; Face detection; Lighting; Mouth; Robustness; Skin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers and Communications, 2008. ISCC 2008. IEEE Symposium on
Conference_Location :
Marrakech
ISSN :
1530-1346
Print_ISBN :
978-1-4244-2702-4
Electronic_ISBN :
1530-1346
Type :
conf
DOI :
10.1109/ISCC.2008.4625745
Filename :
4625745
Link To Document :
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