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Method of registration for 3D face point cloud data

This paper analyzes the techniques that can be used to perform point cloud data registration for a human face. We found that there is a limitation in full scale viewing on the input data taken from 3D camera which is only represented the front face of a man as the point of view of a camera. This has...

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Main Authors: Mohd. Sidik, Mohd. Kufaisal, Sunar, Mohd. Shahrizal, Zamri, Muhamad Najib
Format: Article
Language:English
Published: Penerbit UTM Press 2015
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.utm.my/id/eprint/56096/1/MohdShahrizalSunar2015_MethodofRegistrationfor3DFace.pdf
http://eprints.utm.my/id/eprint/56096/
http://dx.doi.org/10.11113/jt.v75.4987
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spelling my.utm.560962017-11-01T04:17:04Z http://eprints.utm.my/id/eprint/56096/ Method of registration for 3D face point cloud data Mohd. Sidik, Mohd. Kufaisal Sunar, Mohd. Shahrizal Zamri, Muhamad Najib QA75 Electronic computers. Computer science This paper analyzes the techniques that can be used to perform point cloud data registration for a human face. We found that there is a limitation in full scale viewing on the input data taken from 3D camera which is only represented the front face of a man as the point of view of a camera. This has caused a hole on the surface that is not filled with the point cloud data. This research is done by mapping the retrieved point cloud to the surface of the face template of the human head. By using Coherent Point Drift (CPD) algorithm which is one of the non-rigid registration techniques, the analysis has been done and it shows that the mapping of points for a three-dimensional (3D) face is not done properly where there are some surfaces work well and certain points spread into the wrong area. Consequently, it has resulted in registration failure occurrences due to the concentration of the points which is focusing on the face only. Penerbit UTM Press 2015 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/56096/1/MohdShahrizalSunar2015_MethodofRegistrationfor3DFace.pdf Mohd. Sidik, Mohd. Kufaisal and Sunar, Mohd. Shahrizal and Zamri, Muhamad Najib (2015) Method of registration for 3D face point cloud data. Jurnal Teknologi, 75 (2). pp. 83-88. ISSN 2180-3722 http://dx.doi.org/10.11113/jt.v75.4987 DOI:10.11113/jt.v75.4987
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Mohd. Sidik, Mohd. Kufaisal
Sunar, Mohd. Shahrizal
Zamri, Muhamad Najib
Method of registration for 3D face point cloud data
description This paper analyzes the techniques that can be used to perform point cloud data registration for a human face. We found that there is a limitation in full scale viewing on the input data taken from 3D camera which is only represented the front face of a man as the point of view of a camera. This has caused a hole on the surface that is not filled with the point cloud data. This research is done by mapping the retrieved point cloud to the surface of the face template of the human head. By using Coherent Point Drift (CPD) algorithm which is one of the non-rigid registration techniques, the analysis has been done and it shows that the mapping of points for a three-dimensional (3D) face is not done properly where there are some surfaces work well and certain points spread into the wrong area. Consequently, it has resulted in registration failure occurrences due to the concentration of the points which is focusing on the face only.
format Article
author Mohd. Sidik, Mohd. Kufaisal
Sunar, Mohd. Shahrizal
Zamri, Muhamad Najib
author_facet Mohd. Sidik, Mohd. Kufaisal
Sunar, Mohd. Shahrizal
Zamri, Muhamad Najib
author_sort Mohd. Sidik, Mohd. Kufaisal
title Method of registration for 3D face point cloud data
title_short Method of registration for 3D face point cloud data
title_full Method of registration for 3D face point cloud data
title_fullStr Method of registration for 3D face point cloud data
title_full_unstemmed Method of registration for 3D face point cloud data
title_sort method of registration for 3d face point cloud data
publisher Penerbit UTM Press
publishDate 2015
url http://eprints.utm.my/id/eprint/56096/1/MohdShahrizalSunar2015_MethodofRegistrationfor3DFace.pdf
http://eprints.utm.my/id/eprint/56096/
http://dx.doi.org/10.11113/jt.v75.4987
_version_ 1643653994500849664
score 13.211869

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