Optimal non-uniform face mesh for 3D face recognition

Wei Jen Chew, Kah Phooi Seng, Li Minn Ang

Research output: Book chapter/Published conference paperConference paperpeer-review

Abstract

Face meshes have been used for 3D face recognition. However, to obtain a good recognition rate, fine meshes that require many data points are needed. In this paper, it is proposed using a non-uniform face mesh to perform 3D face recognition. A few types of non-uniform face meshes with each of them having a different shaped fine mesh area were built. Simulation results obtained shows that a T-Shape non-uniform face mesh, which consists of a fine mesh in the eyes, nose and mouth area and coarse mesh in the rest of the face is able to produce good recognition rates while having small number of data points.

Original languageEnglish
Title of host publication2009 International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2009
Pages423-426
Number of pages4
Volume2
DOIs
Publication statusPublished - 01 Dec 2009
Event2009 International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2009 - Hangzhou, Zhejiang, China
Duration: 26 Aug 200927 Aug 2009

Conference

Conference2009 International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2009
CountryChina
CityHangzhou, Zhejiang
Period26/08/0927/08/09

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