2190 search results - page 36 / 438 » Mixtures of Gaussian Processes |
ISBI
2004
IEEE
16 years 16 days ago
2004
IEEE
JMLR
2007
14 years 11 months ago
2007
We show that, given data from a mixture of k well-separated spherical Gaussians in Rd, a simple two-round variant of EM will, with high probability, learn the parameters of the Ga...
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ICASSP
2007
IEEE
15 years 6 months ago
2007
IEEE
Background modeling and subtraction is a fundamental task in many computer vision and video processing applications. We present a novel probabilistic background modeling and subtr...
ICASSP
2009
IEEE
15 years 6 months ago
2009
IEEE
This paper proposes an interpolating extension to hidden Markov models (HMMs), which allows more accurate modeling of natural sounds sources. The model is able to produce observat...
ICASSP
2008
IEEE
15 years 6 months ago
2008
IEEE
In this paper we address the application of single sensor source separation techniques to mixtures of speech and music. Three strategies for source modeling are presented, namely ...