Abstract: The purpose of this research is to identify the morphological nature of cancerous cell by employing image processing algorithms so that they can be used to automate diagnostic techniques, reducing the cost and increasing the accuracy of epithelial biopsy procedures. The approach taken combines a mix of image processing techniques and methods such as (median filter, unsharp mask and threshold). Next an averaging was done to remove noise and to distinguish between the two cells so that it can be easily identified which one has some abnormality. Lastly an improved future work of line plot in which will clearly identify the abnormality of a cell and hence recognize a cancerous cell accurately was proposed in this research.