DocumentCode :
3628650
Title :
Automatic face detection based on chrominance components analysis
Author :
M. Beniak;J. Pavlovicova;M. Oravec
Author_Institution :
Department of Telecommunications, Faculty of Electrical Engineering and Information Technology on Slovak Technical University, Ilkovicova 3, Bratislava, 812 19, Slovak Republic
fYear :
2008
Firstpage :
475
Lastpage :
478
Abstract :
This paper describes our approach to face localization task. In the first part we discus the way to find a suitable color model for automatic face segmentation and in next part, there is a practical application of the model in an algorithm which major use is in the videophone applications according to his simplicity and technical compatibility with videophone technology (YCbCr color space). This approach leads us through pixel classification based on chrominance components values of pixels, than we perform morphological operations, in next step we improve the results with help of chrominance parameter of pixels. Using morphological operations we enhance the accuracy of the results and in last step algorithm gives us a map of the region in which face is located.
Keywords :
"Image color analysis","Pixel","Face","Skin","Classification algorithms","Chromium","Histograms"
Publisher :
ieee
Conference_Titel :
Systems, Signals and Image Processing, 2008. IWSSIP 2008. 15th International Conference on
ISSN :
2157-8672
Print_ISBN :
978-80-227-2856-0
Electronic_ISBN :
2157-8702
Type :
conf
DOI :
10.1109/IWSSIP.2008.4604469
Filename :
4604469
Link To Document :
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