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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.

eISSN:
2083-2567
Langue:
Anglais
Périodicité:
4 fois par an
Sujets de la revue:
Computer Sciences, Artificial Intelligence, Databases and Data Mining