Compression of animated 3D models using HO-SVD

Autor: Romaszewski, Michał, Gawron, Piotr, Opozda, Sebastian
Rok vydání: 2013
Předmět:
Druh dokumentu: Working Paper
Popis: 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.
Comment: 15 pages, 11 figures
Databáze: arXiv