3D Drape Reconstruction and Parameterization Based on Smartphone Video and Elliptical Fourier Analysis | Zendy

Ge Wu | Zendy; Zhicai Yu | Zendy; Azmat Hussain | Zendy; Yueqi Zhong | Zendy

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3D Drape Reconstruction and Parameterization Based on Smartphone Video and Elliptical Fourier Analysis

Author(s) -

Ge Wu,

Zhicai Yu,

Azmat Hussain,

Yueqi Zhong

Publication year - 2017

Publication title -

procedia computer science

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.334

H-Index - 76

ISSN - 1877-0509

DOI - 10.1016/j.procs.2017.05.057

Subject(s) - computer science , parameterized complexity , fourier transform , cluster (spacecraft) , artificial intelligence , algorithm , computer graphics (images) , computer vision , mathematics , mathematical analysis , programming language

In this paper, 3D fabric drape was reconstructed by using video recorded from a smartphone. Elliptical Fourier Analysis (EFA) and Principle Component Analysis (PCA) were used to parameterize the 3D drape to reveal shape parameters. A cluster analysis of various 3D drapes was implemented to verify the proposed method. Experiment results demonstrated that the 3D drape can be reconstructed and parameterized with a mean error of 0.52 mm when the harmonic number of EFA equals to 25. The cluster result indicated that the new features detected by our method were useful to classify different drapes, which provided a novel idea for 3D drape analysis.

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