Though many segmentation methods have been published, few of them are developed especially for line scanned images. An ill illuminated line scanned (IILS) image tends to have a uniform intensity distribution in column direction while non-uniform intensity Though many segmentation methods have been published, few of them are developed especially for line scanned images. An ill illuminated line scanned (IILS) image tends to have a uniform intensity distribution in column direction while non-uniform intensity