The intensity distributions of objects and background in animage may be assumed to have Gaussian distributions with distinctmeans and standard deviations. The properly normalized multi-modal histogram of a given image I is fitted to a mixture Gaussianprobability density function (pdf). Mathematical formulation is asfollows: