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» Dependent Gaussian Processes

160

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ICA
2004
Springer

189views Signal Processing» more ICA 2004»

Analytical Solution of the Blind Source Separation Problem Using Derivatives

15 years 9 months ago

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In this paper, we consider independence property between a random process and its ﬁrst derivative. Then, for linear mixtures, we show that cross-correlations between mixtures and...

Sebastien Lagrange, Luc Jaulin, Vincent Vigneron, ...

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123

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ICASSP
2010
IEEE

259views Signal Processing» more ICASSP 2010»

An adaptive level of detail approach to nonlinear estimation

15 years 4 months ago

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In this work, we present a general method for approximating nonlinear transformations of Gaussian mixture random variables. It is based on transforming the individual Gaussians wi...

Friedrich Faubel, Dietrich Klakow

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106

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ICIP
2003
IEEE

94views Image Processing» more ICIP 2003»

Higher-order dependencies in local appearance models

16 years 5 months ago

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Baback Moghaddam, David Guillamet, Jordi Vitri&agr...

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