A novel technique for face recognition using range imaging

被引：94

作者：

Hesher, C ^{[1
]}

Srivastava, A ^{[1
]}

Erlebacher, G ^{[1
]}

机构：

[1] Florida State Univ, Tallahassee, FL 32306 USA

来源：

SEVENTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOL 2, PROCEEDINGS | 2003年

关键词：

D O I：

10.1109/ISSPA.2003.1224850

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We consider a novel technique for recognizing people from range images (RI) of their faces. Range images have the advantage of capturing the shape variation irrespective of illumination variabilities. We describe a procedure for generating RI of faces using data from a 3D scanner, and registering them in the image plane by aligning salient facial features. For statistical analysis of RI, we use standard projections such as PCA and ICA, and then impose probability models on the coefficients. An experiment describing recognition of faces using the FSU 3D face database is presented.

引用

页码：201 / 204

页数：4