3527 search results - page 449 / 706 » Gaussianization |
103
Voted
JEI
2010
2010
Estimating reflectance from multispectral camera responses based on partial least-squares regression
14 years 7 months ago
Abstract. In multispectral imaging systems, the accuracy of reflectance estimation can be degraded by the nonlinearity in imaging process, which is due to non-Gaussian distribution...
97
Voted
JMLR
2010
14 years 7 months ago
2010
We introduce a nonparametric representation for graphical model on trees which expresses marginals as Hilbert space embeddings and conditionals as embedding operators. This formul...
126
click to vote
JMLR
2010
14 years 7 months ago
2010
Bayesian principal component analysis (BPCA), a probabilistic reformulation of PCA with Bayesian model selection, is a systematic approach to determining the number of essential p...
93
Voted
JMLR
2010
14 years 7 months ago
2010
We consider the problem of tactile discrimination, with the goal of estimating an underlying state parameter in a sequential setting. If the data is continuous and highdimensional...
106
Voted
MMAS
2010
Springer
14 years 7 months ago
2010
Springer
A unified variational methodology is developed for classification and clustering problems, and tested in the classification of tumors from gene expression data. It is based on flu...