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Industrial Automatic Control Systems and Controllers Annotation << Back
Implementation of Combined Identifi cation Method by Reconstruction and Analysis of Face 3D Structure |
O.I. Vakhrushev, K.A. Maikov, D.I. Popov, E.D. Popova
The process of limited access systems developing is associated with users identification problem. In this paper solution of the problem is provided, which consists in using face geometry parameters. Implementation of combined identifi cation method, which uses 3D face structure reconstruction and analysis, is considered. Hybrid approach is used for 2D and 3D analysis of video-frames and it helps to reduce hardware requirements and also retain method operability. A set of classifi cation methods is considered for achieving the best accuracy for solving an identifi cation problem. Experimental research is provided for performance confi rmation and method operability quality estimation.
Keywords: identifi cation; 3D-recognition; face geometry; 3D-reconstruction.
Contacts: E-mail: panarin-tsu@yandex.ru, E-mail: anna_zuykova@rambler.ru, E-mail: nipk.ecolog@mail.ru, E-mail: carkovtula@yandex.ru
Pp. 32-36. |
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