Skin Detection Based on Contextual Information

被引：0

作者：

Moradi, Bahareh ^{[1
]}

Ezoji, Mehdi ^{[1
]}

机构：

[1] Babol Univ Technol, Babol Sar, Iran

来源：

2015 2ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION AND IMAGE ANALYSIS (IPRIA) | 2015年

关键词：

Skin detection; 2_D histogram; Bayesian method; Fusion; FACE DETECTION; COLOR;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper a skin detection method based on the two-dimensional histogram of color images is presented. First, from the statistical perspective, we select the discriminant features in the hope of getting a better average TPR and FPR. Despite the other methods, new statistics of these features are extracted based on the 2-D histograms leading finally to the considering the contextual information. At the last step, the decision is reached based on a feature fusion strategy. The experimental results on the known databases (containing 103 images of humans under uncontrolled condition) demonstrate the performance of the proposed method.

引用

页数：6

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