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Proceedings Paper

Non-rigid ICP and 3D models for face recognition
Author(s): Sergei Voronin; Vitaly Kober; Artyom Makovetskii; Aleksei Voronin
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Paper Abstract

3D fitting algorithms are very important for searching particular facial parts and key points, which can be used for recognition of facial expressions with various face deformations. Common non-rigid ICP variants are usually based on the affine point-to-point approach. In this paper, in order to apply a non-rigid ICP to facial surfaces we build a part-based model of the 3D facial surface and combine it with a new non-rigid ICP algorithm. Computer simulation results are provided to illustrate the performance of the proposed algorithm.

Paper Details

Date Published: 6 September 2019
PDF: 9 pages
Proc. SPIE 11137, Applications of Digital Image Processing XLII, 111372K (6 September 2019);
Show Author Affiliations
Sergei Voronin, Chelyabinsk State Univ. (Russian Federation)
Vitaly Kober, Chelyabinsk State Univ. (Russian Federation)
CICESE (Mexico)
Artyom Makovetskii, Chelyabinsk State Univ. (Russian Federation)
Aleksei Voronin, Chelyabinsk State Univ. (Russian Federation)


Published in SPIE Proceedings Vol. 11137:
Applications of Digital Image Processing XLII
Andrew G. Tescher; Touradj Ebrahimi, Editor(s)

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