3790 search results - page 25 / 758 » Advances in Mixture Models |
96
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SOCO
2008
Springer
15 years 21 days ago
2008
Springer
We introduce a new method for data clustering based on a particular Gaussian mixture model (GMM). Each cluster of data, modeled as a GMM into an input space, is interpreted as a hy...
137
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ICIP
2005
IEEE
16 years 2 months ago
2005
IEEE
In this paper, we propose a novel automatic framework for variational color image segmentation based on unifying adaptive region information and mixture modelling. We consider a f...
99
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ICIP
2001
IEEE
16 years 2 months ago
2001
IEEE
77
Voted
ICIP
2002
IEEE
16 years 2 months ago
2002
IEEE
We introduce an efficient statistical modeling technique called Mixture of Principal Components (MPC). This model is a linear extension to the traditional Principal Component Anal...
129
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ADMI
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. We present a method for learning characteristic motion patterns of mobile agents. The method works on two levels. On the first level, it uses the expectation-maximization...