  In this research paper we suggest how to extract a face from an image, modify
it, characterize it in terms of high-level properties, and apply it to the
creation of a personalized avatar. In this research work we tested, we
implemented the algorithm on several hundred facial images, including many
taken under uncontrolled acquisition conditions, and found to exhibit
satisfactory performance for immediate practical use.
