Nonintrusive 3-D face data acquisition system

Joongrock Kim, Sunjin Yu, Jinkyu Hwang, Sooyeon Kim, Sangyoun Lee

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

This paper describes a nonintrusive three-dimensional (3-D) face data acquisition system consisting of a stereo vision system and an 850 nm near-infrared line laser. Although a two-dimensional (2-D) face recognition system can achieve a reliable recognition rate, its performance can be degraded by illumination and pose variation. To alleviate these factors in 2-D face recognition, 3-D face recognition has received much attention. To develop a reliable 3-D face recognition system, many researchers have also focused on 3-D face data acquisition. Earlier 3-D face acquisition systems use visible patterns as features to obtain accurate 3-D data, which makes anyone who wants to be verified uncomfortable. In this paper, we propose a novel 850 nm infrared line laser pattern which is almost invisible for 3-D face data acquisition. The reconstructed 3-D face data consists of over 20,000 3-D points; these data can be used effectively for 3-D face recognition.

Original languageEnglish
Title of host publication2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009
Pages642-646
Number of pages5
DOIs
Publication statusPublished - 2009
Event2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009 - Xi'an, China
Duration: 2009 May 252009 May 27

Publication series

Name2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009

Other

Other2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009
CountryChina
CityXi'an
Period09/5/2509/5/27

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Networks and Communications
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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  • Cite this

    Kim, J., Yu, S., Hwang, J., Kim, S., & Lee, S. (2009). Nonintrusive 3-D face data acquisition system. In 2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009 (pp. 642-646). [5138284] (2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009). https://doi.org/10.1109/ICIEA.2009.5138284