Can we use a mixing proportions properties of gmdistribution class in matlab as the weight matrix of the Gaussian component?
In my work, I need to use GMM to represent the color distribution of the object's pixels of the image. this is what I did to find weight, the mean and the covariance matrix of the Kth Gaussian component. My question is can we use gmm_obj.PComponents as GMM weight?
options = statset('Display','final','MaxIter',500);
gmm_obj = fitgmdist(UVobj,C,'Regularize',1e-4,'Replicates',1,'Options',options);
objMeans = gmm_obj.mu;
objCovariances = gmm_obj.Sigma;
objProportions = gmm_obj.PComponents;