Active appearance models

被引：3521

作者：

Cootes, TF ^{[1
]}

Edwards, GJ

Taylor, CJ

机构：

[1] Univ Manchester, Div Imaging Sci & Biomed Engn, Manchester M13 9PT, Lancs, England

[2] Image Metr Ltd, Stockport SK4 1BS, Cheshire, England

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 2001年 / 23卷 / 06期

基金：

英国工程与自然科学研究理事会;

关键词：

appearance models; deformable templates; model matching;

D O I：

10.1109/34.927467

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 new method of matching statistical models of appearance to images. A set of model parameters control modes of shape and gray-level variation learned from a training set. We construct an efficient iterative matching algorithm by learning the relationship between perturbations in the model parameters and the induced image errors.

引用

页码：681 / 685

页数：5

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