Skin color detection through estimation and conversion of illuminant color under various illuminations

被引:33
|
作者
Do, Hyun-Chul [1 ]
You, Ju-Yeon [1 ]
Chien, Sung-Il [1 ]
机构
[1] Kyungpook Natl Univ, Sch Elect Engn & Comp Sci, Taegu 702701, South Korea
关键词
skin color detection; illuminant color estimation; illuminant color conversion;
D O I
10.1109/TCE.2007.4341592
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Skill color provides a useful cue for detecting faces and reproducing preferred colors. However, skin color detection based on just a static model often decreases the detection rate, as skin color in an image captured by a camera undergoes variations as the illumination changes. Thus, to enhance skin color detection using a static model, the color of an estimated illuminant from images captured under various illumination conditions is converted to that of a canonical illuminant. First, the illuminant color is estimated from the pixels in the sclera region of the eyes, then converted to a canonical color for robust skin color detection. Experimental results show that the proposed skin color detection method increases the detection rate, especially for images taken with a low or high correlated color temperature of illumination.
引用
收藏
页码:1103 / 1108
页数:6
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