8 June 2012 Generating method study of Gaussian mixture processes
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Proceedings Volume 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012); 83342E (2012) https://doi.org/10.1117/12.954173
Event: Fourth International Conference on Digital Image Processing (ICDIP 2012), 2012, Kuala Lumpur, Malaysia
Abstract
Gaussian mixture is one of the most useful non-Gaussian probability distributions in signal processing. The sampling of processes obeys this distribution, viz. the numerical simulation of Gaussian mixture, can be realized with Bernoulli trail sampling, acceptance-rejection sampling or composition sampling. All these approaches are discussed in detail in this paper. Finally, a numerical instance is illustrated.
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Yanyi Xu, Yanyi Xu, Pingbo Wang, Pingbo Wang, Lixue Hong, Lixue Hong, Dazhen Li, Dazhen Li, } "Generating method study of Gaussian mixture processes", Proc. SPIE 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012), 83342E (8 June 2012); doi: 10.1117/12.954173; https://doi.org/10.1117/12.954173
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