Apply the EM algorithm and a finite mixture of multinomial distributions to the image segmentation problem. Image segmentation refers to the task of dividing an input image into regions of pixels that ...

A multinomial mixture model with Python and Numpy, trained with the Expectation Maximisation (EM) Algorithm. During training you can plot the prior and emission probabilities, along with the data ...

This example estimates the normal SSM of the mink-muskrat data using the EM algorithm. The mink-muskrat series are detrended. Refer to Harvey (1989) for details of this data set. Since this EM ...