Support Vector Machines Applied to Face Recognition

Face recognition is a K class problem. The face recognition problem is formulated as a problem in difference space. In difference space we formulate face recognition as a two class problem. The classes are: dissimilarities between faces of the same person. By modifying the interpretation of the decision surface generated by SVM.