Frontal face generation from profile face image

Abstract

This paper presents an efficient method to generate the frontal face image from the given profile face image. It uses principal component analysis (PCA) in conjunction with linear object class (LOC) method. The proposed method is tested on CMU PIE face database and it is found to be significant improvement over the well known linear object class method.