DocumentCode
2231351
Title
Fusion of multiple detectors for face and eyes localization
Author
Belaroussi, R. ; Milgram, M. ; Prevost, L.
Author_Institution
Paris VI Univ., France
fYear
2005
fDate
15-17 Sept. 2005
Firstpage
24
Lastpage
29
Abstract
We present a new method dedicated to the localization of faces and eyes in color images. It combines different experts. A linear combination of three models (a connexionist model, an ellipse model, and a skin color model) is used for face localization. A product fusion of an eye model (Chinese transform) and a color model (modified GMM) find coarsely the eyes location. Then an "AND " operation between four sources of information extracted at these positions. This leads to a refined localization of the eyes.
Keywords
Gaussian processes; image colour analysis; transforms; Chinese transform; color images; connexionist model; ellipse model; eyes localization; face localization; fusion; modified Gaussian mixture model; multiple detectors; skin color model; Cameras; Data mining; Detectors; Eyes; Face detection; Face recognition; Image edge detection; Information resources; Mouth; Skin;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
ISSN
1845-5921
Print_ISBN
953-184-089-X
Type
conf
DOI
10.1109/ISPA.2005.195378
Filename
1521257
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