In this paper a set of preprocessing techniques are proposed which aim to rectify the brightness and contrast of the facial images. Facial illumination index is used to assess the images obtained after preprocessing techniques. Algorithms used in this paper involves either illumination correction or contrast correction. Eigen faces algorithm is used on yale facial database after applying preprocessing techniques like gray-level grouping(GLG) and homomorphic filtering to test the validity. © IAEME Publication.