DETECTION AND LOCALIZATION OF FACES ON DIGITAL IMAGES

被引：30

作者：

BUREL, G

CAREL, D

机构：

[1] Thomson CSF, Laboratoires Electroniques de Rennes, 35510 Cesson-Sévigné, Avenue de Belle Fontaine

来源：

PATTERN RECOGNITION LETTERS | 1994年 / 15卷 / 10期

关键词：

DETECTION AND LOCALIZATION OF FACES; MULTIRESOLUTION; CLASSIFICATION; MULTILAYERS PERCEPTION; BACKPROPAGATION;

D O I：

10.1016/0167-8655(94)90027-2

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A method for automatic detection and localization of faces on digital images is proposed. The method is based on learning by example and multi-resolution analysis of digital images. Special emphasis is put on the management of the learning data, in order to improve the performances. Various experimental results, obtained by using a Multi-Layer Perceptron (MLP) as a classifier, are provided.

引用

页码：963 / 967

页数：5