1. A method of automatic analysis of an image of a magnified area of a slide having a biological specimen prepared with a reagent comprising the steps of: transforming pixels of an image in a first color space to a second color space to differentiate candidate object of interest pixels from background pixels; and identifying candidate objects of interest from the candidate object of interest pixels in the second color space.