Measure of uniformity / homogeniy in an Image c++, opencv

I would like to use a metric which would be a good representation of the homogeneity / uniformity in a Gray - Scale image.

This is an example of a non uniform image:

This is an example of a uniform image:

any thoughts on how should I approach this problem ??