A face detection system based on color and support vector machines

被引：0
|
作者：
Casiraghi, E [1 ]
Lanzarotti, R [1 ]
Lipori, G [1 ]
机构：
[1] Univ Milan, Dipartimento Sci Informaz, I-20135 Milan, Italy
来源：
NEURAL NETS | 2003年 / 2859卷
关键词：
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：
We describe a face detection algorithm, which characterizes and localizes skin regions and eyes in 2D images using color information and Support Vector Machine. The method is scale-independent, works on images of either frontal, rotated faces, with a single person or group of people, and does not require any manual setting or operator intervention. The algorithm can be used in face image database management systems both as a first step of a person identification, and to discriminate the images on the basis of the number of faces in them.
引用
收藏
页码：113 / 120
页数：8
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