A Ridgelet and BP Neural Network Based Face Detection Method

被引：0

作者：

Xu, Xuebin ^{[1
]}

Zhang, Xinman ^{[1
]}

Zhang, Deyun ^{[1
]}

机构：

[1] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian, Shaanxi, Peoples R China

来源：

2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23 | 2008年

关键词：

Ridgelet transformation; Face detection; BP neural network;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The ridgelet transformation was introduced as a sparse expansion for functions on continuous spaces that are smooth away from discontinuities along lines. Focusing on the face detection problem, a novel face detection method using ridgelet transform and BP neural network was proposed. Two stages are involved in this method. Firstly, the pretreated face images are decomposed by the ridgelet transformation. Then the corresponding ridgelet coefficients are set as the input samples for a well-designed BP neural network. The good results are thus obtained.

引用

页码：9276 / 9279

页数：4

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