Application of Skin Color Model in Image Segmentation

被引：0
|
作者：
Wei, Wei [1 ,2 ,3 ]
Li, Tianyong [1 ]
Wei, Jinfu [1 ]
Zen, Detian [4 ]
Ning, Weimin [1 ]
机构：
[1] Guangxi Univ, Coll Comp & Elect Informat, Nanning, Peoples R China
[2] Guangxi Univ, Guangxi Key Lab Multimedia Commun & Network Techn, Nanning, Peoples R China
[3] Guangxi Univ, Guangxi Coll & Univ Key Lab Multimedia Commun & I, Nanning, Peoples R China
[4] Cent South Univ, Sch Informat Sci & Engn, Changsha, Hunan, Peoples R China
来源：
INTELLIGENT INFORMATION PROCESSING IX | 2018年 / 538卷
关键词：
Skin color model; Image segmentation; Human image detection; Color space;
D O I：
10.1007/978-3-030-00828-4_40
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Skin color detection refers to the process of selecting pixels corresponding to human skin in the image. With the popularity of video image acquisition equipment, the research of color region segmentation in images has become more and more active in recent years. In this paper, a skin color detection algorithm for color images with complex background is proposed. This paper mainly studies how to use skin color model to detect human body parts from complex background. The first step is to select YcbCr color space as the color space of this paper. The second step is to select the elliptical model based on color plane. This paper finally decides to use the fixed threshold elliptic model based on color plane to detect skin color.
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页码：394 / 401
页数：8
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