Variational Gaussian Mixtures for Face Detection
Mixture model
A Gaussian mixture model is a probabilistic way of representing
subpopulations within an overall population. We only observe the data,
not the subpopulation from which observation belongs.
We have $N$ random variables observed, each distributed according to a
mixture of K gaussian components. Each gaussian has its own
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