6 search results - page 1 / 2 » Compact and Understandable Descriptions of Mixtures of Berno... |
IDA
2007
Springer
13 years 10 months ago
2007
Springer
Abstract. Finite mixture models can be used in estimating complex, unknown probability distributions and also in clustering data. The parameters of the models form a complex repres...
CORR
2006
Springer
13 years 4 months ago
2006
Springer
The Minimum Description Length principle for online sequence estimation/prediction in a proper learning setup is studied. If the underlying model class is discrete, then the total...
ICPR
2008
IEEE
14 years 5 months ago
2008
IEEE
In this work we describe a new approach for texture characterization. Starting from the autocorrelation matrix an elegant description through a mixture of Von Mises distributions ...
SSD
2007
Springer
13 years 10 months ago
2007
Springer
In many modern applications such as biometric identification systems, sensor networks, medical imaging, geology, and multimedia databases, the data objects are not described exact...
ICASSP
2010
IEEE
13 years 3 months ago
2010
IEEE
Does there exist a compact set of visual topics in form of keyword clusters capable to represent all images visual content within an acceptable error? In this paper, we answer thi...