DocumentCode
2961246
Title
Face detection in video using combined data-mining and histogram based skin-color model
Author
Tsishkou, Dzmitry ; Hammami, Mohamed ; Chen, Liming
Author_Institution
Ecole Centrale de Lyon, France
Volume
1
fYear
2003
fDate
18-20 Sept. 2003
Firstpage
500
Abstract
An improved technique of skin-color modelling for face detection in video is proposed. The skin-color is modelled as a combination of histogram based and data-mining based approaches. To solve a skin-color modelling problem in the presence of lighting variation, unconstrained environment, variation in races, resulting skin-color model is a product that minimizes registration errors and increases robustness and accuracy of the face detection in video system. The method improves applications performance on 7%, which is a significant advantage.
Keywords
data mining; face recognition; image colour analysis; skin; stability; video signal processing; combined data-mining; face detection; histogram based skin-color model; video system; Application software; Face detection; Face recognition; Histograms; Humans; Indexing; Power system modeling; Robustness; Skin; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on
Print_ISBN
953-184-061-X
Type
conf
DOI
10.1109/ISPA.2003.1296948
Filename
1296948
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