782 search results - page 1 / 157 » Modelling Profiles with a Mixture of Gaussians |
ICIP
2000
IEEE
13 years 9 months ago
2000
IEEE
Point Distribution Models are useful tools for modelling the variability of particular classes of shapes. A common approach is to apply a Principle Component Analysis to the data,...
IWANN
2005
Springer
13 years 10 months ago
2005
Springer
In many practical applications, the data is organized along a manifold of lower dimension than the dimension of the embedding space. This additional information can be used when le...
PAMI
2006
13 years 4 months ago
2006
We present a Bayesian method for mixture model training that simultaneously treats the feature selection and the model selection problem. The method is based on the integration of ...
ICPR
2004
IEEE
14 years 5 months ago
2004
IEEE
ICIP
2007
IEEE
14 years 6 months ago
2007
IEEE
It has been recently discovered that a faithful representation for the shape of some simple distributions can be constructed using invariant statistics [1, 2]. In this paper, we c...