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