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» Approximate Expectation Maximization
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110
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TIP
2008
126views more  TIP 2008»
15 years 2 months ago
Maximum-Entropy Expectation-Maximization Algorithm for Image Reconstruction and Sensor Field Estimation
Abstract--In this paper, we propose a maximum-entropy expectation-maximization (MEEM) algorithm. We use the proposed algorithm for density estimation. The maximum-entropy constrain...
Hunsop Hong, Dan Schonfeld
62
Voted
INFORMS
2010
63views more  INFORMS 2010»
15 years 27 days ago
Sequential Sampling to Myopically Maximize the Expected Value of Information
Stephen E. Chick, Jürgen Branke, Christian Sc...
TASLP
2010
109views more  TASLP 2010»
15 years 24 days ago
Model-Based Expectation-Maximization Source Separation and Localization
Abstract—This paper describes a system, referred to as modelbased expectation-maximization source separation and localization (MESSL), for separating and localizing multiple soun...
Michael I. Mandel, Ron J. Weiss, Daniel P. W. Elli...
ICASSP
2010
IEEE
15 years 12 days ago
GHT based implementation of the expectation maximization for mixtures of multi-Gaussians and its applications to video tracking
In this work, the problem of the estimation of parameters in case of mixtures of models composed by the sum of multiple Gaussians is considered. It will be shown how this estimati...
Francesco Monti, Carlo S. Regazzoni