Reliability of personal identification base on optical 3D measurement of a few facial landmarks

被引：6

作者：

Zappa, Emanuele ^{[1
]}

Mazzoleni, Paolo ^{[1
]}

机构：

[1] Politecn Milan, Dipartimento Meccan, I-20156 Milan, Italy

来源：

ICCS 2010 - INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, PROCEEDINGS | 2010年 / 1卷 / 01期

关键词：

forensic science; face; biometric; identification; recognition; 3D; FACE RECOGNITION;

D O I：

10.1016/j.procs.2010.04.311

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Technologies related to identity recognition have found widespread application in the last years; among these, face recognition is one of the most promising and probably the most studied. The main goal of this work is to verify if it is possible to obtain a reliable identification of people, starting from a few 3D measurements of the face shape. To this purpose, an algorithm of face recognition based only on the 3D localization of some significant points of the face, starting from a pair of stereoscopic photographs, was developed and applied on a 51 people database. The localization of these landmarks is carried out manually: the goal of the work is the evaluation of the reliability of a few-point based algorithm, not its automation. The obtained results show a recognition percentage grater than 90%, an encouraging outcome for a preliminary work. (C) 2010 Published by Elsevier Ltd.

引用

页码：2763 / 2771

页数：9

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