Compression of animated 3D models using HO-SVD
Graphics
2013-10-07 v1
Abstract
This work presents an analysis of Higher Order Singular Value Decomposition (HO-SVD) applied to lossy compression of 3D mesh animations. We describe strategies for choosing a number of preserved spatial and temporal components after tensor decomposition. 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.
Keywords
Cite
@article{arxiv.1310.1240,
title = {Compression of animated 3D models using HO-SVD},
author = {Michał Romaszewski and Piotr Gawron and Sebastian Opozda},
journal= {arXiv preprint arXiv:1310.1240},
year = {2013}
}
Comments
15 pages, 11 figures