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Skin detection based on maximal class separability in new color space
基于最大类可分离性新颜色空间的肤色检测

Keywords: color space,Bhattacharyya distance,class separability,feature selection,skin detection
彩色空间
,Bhattacharyya距离,类可分离性,特征选择,肤色检测

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Abstract:

Four new color space models were constructed based on Bhattacharyya distance aiming at skin detection. Meanwhile, according to Bhattacharyya distance measurements of each feature in the new color spaces, some most discernible features were selected to form an assembled model for skin detection. Then, in traditional color spaces and four new spaces,Bhattacharyya distance and positive detection rate were compared on skin and non-skin samples. The experimental results indicate that the new color spaces based o...

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