- Tytuł:
- Dimensionality reduction of dynamic mesh animations using HO-SVD
- Autorzy:
-
Romaszewski, M.
Gawron, P.
Opozda, S. - Powiązania:
- https://bibliotekanauki.pl/articles/91573.pdf
- Data publikacji:
- 2013
- Wydawca:
- Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
- Tematy:
-
Higher Order Singular Value Decomposition
HOSVD
dimensionality reduction
mesh animation
MSE
Hausdorff metric
MSDM
principal component analysis
PCA - Opis:
- 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.
- Źródło:
-
Journal of Artificial Intelligence and Soft Computing Research; 2013, 3, 4; 277-289
2083-2567
2449-6499 - Pojawia się w:
- Journal of Artificial Intelligence and Soft Computing Research
- Dostawca treści:
- Biblioteka Nauki
Artykuł