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A method of creating 3-D face images from 2-D photos for face recognition

A method of creating 3-D face images from 2-D photos for face recognition In this paper, a method of creating a Three-Dimensional (3-D) face image from one or more 2-D face images is proposed. The 3-D synthetic face is actually represented by parameters of a set of 3-D face images of other persons. When a 2-D probing photo is presented, a 3-D synthetic face image is projected onto the 2-D image plane, following the pose and illumination compensations. An optimisation algorithm is applied to minimise the error, once the algorithm converges, the depth and intensity parameters of the 3-D synthetic face image are obtained of the 2-D probing photo in the 3-D space. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png International Journal of Biometrics Inderscience Publishers

A method of creating 3-D face images from 2-D photos for face recognition

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Publisher
Inderscience Publishers
Copyright
Copyright © Inderscience Enterprises Ltd. All rights reserved
ISSN
1755-8301
eISSN
1755-831X
DOI
10.1504/IJBM.2011.037713
Publisher site
See Article on Publisher Site

Abstract

In this paper, a method of creating a Three-Dimensional (3-D) face image from one or more 2-D face images is proposed. The 3-D synthetic face is actually represented by parameters of a set of 3-D face images of other persons. When a 2-D probing photo is presented, a 3-D synthetic face image is projected onto the 2-D image plane, following the pose and illumination compensations. An optimisation algorithm is applied to minimise the error, once the algorithm converges, the depth and intensity parameters of the 3-D synthetic face image are obtained of the 2-D probing photo in the 3-D space.

Journal

International Journal of BiometricsInderscience Publishers

Published: Jan 1, 2011

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