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» Compressive PCA on Graphs
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CG
2004
Springer
13 years 5 months ago
Compression of soft-body animation sequences
We describe a compression scheme for the geometry component of 3D animation sequences. This scheme is based on the principle component analysis (PCA) method, which represents the ...
Zachi Karni, Craig Gotsman
NIPS
1997
13 years 6 months ago
EM Algorithms for PCA and SPCA
I present an expectation-maximization (EM) algorithm for principal component analysis (PCA). The algorithm allows a few eigenvectors and eigenvalues to be extracted from large col...
Sam T. Roweis
CORR
2010
Springer
184views Education» more  CORR 2010»
13 years 4 months ago
Extended Two-Dimensional PCA for Efficient Face Representation and Recognition
In this paper a novel method called Extended TwoDimensional PCA (E2DPCA) is proposed which is an extension to the original 2DPCA. We state that the covariance matrix of 2DPCA is e...
Mehran Safayani, Mohammad Taghi Manzuri Shalmani, ...
CVPR
2006
IEEE
13 years 11 months ago
3D Face Recognition Using 3D Alignment for PCA
This paper presents a 3D approach for recognizing faces based on Principal Component Analysis (PCA). The approach addresses the issue of proper 3D face alignment required by PCA f...
Trina Russ, Chris Boehnen, Tanya Peters
CGF
2010
107views more  CGF 2010»
13 years 5 months ago
Geometry-Driven Local Neighbourhood Based Predictors for Dynamic Mesh Compression
The task of dynamic mesh compression seeks to find a compact representation of a surface animation, while the artifacts introduced by the representation are as small as possible. ...
Libor Vása, Václav Skala