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  • 标题:Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD
  • 本地全文:下载
  • 作者:Michał Romaszewski ; Piotr Gawron ; Sebastian Opozda
  • 期刊名称:Journal of Artificial Intelligence and Soft Computing Research
  • 电子版ISSN:2083-2567
  • 出版年度:2013
  • 卷号:3
  • 期号:4
  • 页码:277-289
  • DOI:10.2478/jaiscr-2014-0020
  • 出版社:Walter de Gruyter GmbH
  • 摘要:This work presents an analysis of Higher Order Singular Value Decomposition (HOSVD) applied to reduction of dimensionality of 3D mesh animations. Compression error is measured using three metrics (MSE, Hausdorff, MSDM). Results are compared with a method based on Principal Component Analysis (PCA) and presented on a set of animations with typical mesh deformations.
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