三维面部匹配:一种使用有序面部表面图案的对齐方法

N. Werghi, M. Naqbi
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引用次数: 1

摘要

本文提出了一种新的拓扑结构模式——螺旋面,并将其应用于三维曲面三角形网格面的编码和对齐。在描述了这种表示的基础之后,我们提出了两种直接的面对齐方法,它们利用螺旋面的有序结构来解决对应问题。我们通过对一个三维人脸数据库的子集进行实验,研究了这两种方法的行为和性能。我们还展示了我们的对齐框架在人脸识别方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
3D face matching: An alignment approach using ordered facial surface patterns
In this paper, a novel topological structured pattern, dubbed a spiral facet, is proposed and applied for the encoding and alignment of 3D facial triangular mesh surfaces. After describing the foundation of this representation, we present two direct face alignment methods, that exploit the ordered structure of the spiral facet in addressing the correspondence problem. We study the behavior and the performance of these two methods through experimentation conducted with a subset of a 3D face database. We also showcase the potential of our alignment framework for face recognition.
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