Major areas where image segmentation is applicable includes “Navigation of robots, filtering of noisy images, Locate objects like roads and forests in satellite images, Face Recognition, Finger print Recognition, Diagnosis, identification, content-based image retrieval, Locate tumors, Measure tissue volumes, target tracking, Computer guided surgery etc.” [5-6][10-11].