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http://hdl.handle.net/20.500.12358/25078
TitleReconstruction of 3D faces by shape estimation and texture interpolation
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Abstract

This paper aims to address the ill-posed problem of reconstructing 3D faces from single 2D face images. An extended Tikhonov regularization method is connected with the standard 3D morphable model in order to reconstruct the 3D face shapes from a small set of 2D facial points. Further, by interpolating the input 2D texture with the model texture and warping the interpolated texture to the reconstructed face shapes, 3D face reconstruction is achieved. For the texture warping, the 2D face deformation has been learned from the model texture using a set of facial landmarks. Our experimental results justify the robustness of the proposed approach with respect to the reconstruction of realistic 3D face shapes.

Authors
Maghari, Ashraf Y. A.
Venkat, Ibrahim
Belaton, Bahari
TypeJournal Article
Date2013
Subjects
3d face reconstruction
tikhonov regularization
texture registration
pca
tps
Published inAsia-Pacific Journal of Information Technology and Multimedia
SeriesVolume: 3, Number: 1
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The institutional repository of the Islamic University of Gaza was established as part of the ROMOR project that has been co-funded with support from the European Commission under the ERASMUS + European programme. This publication reflects the views only of the author, and the Commission cannot be held responsible for any use which may be made of the information contained therein.

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The institutional repository of the Islamic University of Gaza was established as part of the ROMOR project that has been co-funded with support from the European Commission under the ERASMUS + European programme. This publication reflects the views only of the author, and the Commission cannot be held responsible for any use which may be made of the information contained therein.

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