Non-uniform face mesh for 3D face recognition
Uniform face meshes are able to represent the face in 3D format and can also be used to perform 3D face recognition.However, to obtain a good recognition rate, a fine mesh which consists of many points would be needed to accurately represent the many contours of the face.Therefore, in this paper, it...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2009
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| Subjects: | |
| Online Access: | https://repo.uum.edu.my/id/eprint/13504/1/PID103.pdf |
| _version_ | 1825803197766172672 |
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| author | Wei, Jen Chew Kah, Phooi Seng Ang, Li-Minn |
| author_facet | Wei, Jen Chew Kah, Phooi Seng Ang, Li-Minn |
| author_sort | Wei, Jen Chew |
| collection | UUM |
| description | Uniform face meshes are able to represent the face in 3D format and can also be used to perform 3D face recognition.However, to obtain a good recognition rate, a fine mesh which consists of many points would be needed to accurately represent the many contours of the face.Therefore, in this paper, it is proposed that a non-uniform face mesh is constructed for 3D face recognition. A non-uniform mesh consisting of fine meshes for the middle of the face and coarse meshes for the rest of the face was created. In comparison with
a uniform mesh, the proposed non-uniform face mesh consists of much fewer points and therefore saves storage space and transmission time due to a smaller file size.Besides that, the proposed mesh was able to produce recognition rates that
were only slightly lower than the uniform mesh, hence proving that important face features for recognition were retained. |
| first_indexed | 2024-07-04T05:52:54Z |
| format | Conference or Workshop Item |
| id | uum-13504 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T05:52:54Z |
| publishDate | 2009 |
| record_format | eprints |
| spelling | uum-135042015-04-01T08:52:06Z https://repo.uum.edu.my/id/eprint/13504/ Non-uniform face mesh for 3D face recognition Wei, Jen Chew Kah, Phooi Seng Ang, Li-Minn QA76 Computer software Uniform face meshes are able to represent the face in 3D format and can also be used to perform 3D face recognition.However, to obtain a good recognition rate, a fine mesh which consists of many points would be needed to accurately represent the many contours of the face.Therefore, in this paper, it is proposed that a non-uniform face mesh is constructed for 3D face recognition. A non-uniform mesh consisting of fine meshes for the middle of the face and coarse meshes for the rest of the face was created. In comparison with a uniform mesh, the proposed non-uniform face mesh consists of much fewer points and therefore saves storage space and transmission time due to a smaller file size.Besides that, the proposed mesh was able to produce recognition rates that were only slightly lower than the uniform mesh, hence proving that important face features for recognition were retained. 2009-06-24 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/13504/1/PID103.pdf Wei, Jen Chew and Kah, Phooi Seng and Ang, Li-Minn (2009) Non-uniform face mesh for 3D face recognition. In: International Conference on Computing and Informatics 2009 (ICOCI09), 24-25 June 2009, Legend Hotel, Kuala Lumpur. http://www.icoci.cms.net.my |
| spellingShingle | QA76 Computer software Wei, Jen Chew Kah, Phooi Seng Ang, Li-Minn Non-uniform face mesh for 3D face recognition |
| title | Non-uniform face mesh for 3D face recognition |
| title_full | Non-uniform face mesh for 3D face recognition |
| title_fullStr | Non-uniform face mesh for 3D face recognition |
| title_full_unstemmed | Non-uniform face mesh for 3D face recognition |
| title_short | Non-uniform face mesh for 3D face recognition |
| title_sort | non uniform face mesh for 3d face recognition |
| topic | QA76 Computer software |
| url | https://repo.uum.edu.my/id/eprint/13504/1/PID103.pdf |
| work_keys_str_mv | AT weijenchew nonuniformfacemeshfor3dfacerecognition AT kahphooiseng nonuniformfacemeshfor3dfacerecognition AT angliminn nonuniformfacemeshfor3dfacerecognition |