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METHODS OF DETECTION OF PROPAGATING PHASE GRADIENTS USING MODEL FIELD THEORY OF NON-GAUSSIAN MIXTURES
METHODS OF DETECTION OF PROPAGATING PHASE GRADIENTS USING MODEL FIELD THEORY OF NON-GAUSSIAN MIXTURES
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机译:基于非高斯混合物模型场理论的传播相梯度检测方法
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摘要
Methods, computer-readable media, and systems are provided for the detection of propagating phase gradients using model field theory of non-Gaussian mixtures. One embodiment of the invention is directed to a method for identifying phase cones in a data set. The method includes generating an initial set of values of parameters (ξA,ηA,tA ) for a preset number of cones, initializing a covariance matrix with high values, evaluating the ratio of volume of a phase cone over total observed space-time volume, comparing the data set with a model, estimating a class probability density function, and generating a revised set of values of parameters (ξA,ηA,tA).
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