detection, localization and recognition) in a class of medical images containing various
types of blood cells. The genetic algorithm approach taken here is seen to be most
appropriate for this type of image, due to the characteristics of the objects. Successful cell
registration results on real life microscope images of blood cells show the potential of the
proposed approach.