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
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