Face Recognition Algorithm Based on Transductive Learning Classifier

This paper proposed a new algorithm of face recognition based on transductive learning classifier. Transductive learning classifier is based on SVM, it used the user feedback information to mark a few face images beforehand, then it adopted the transductive learning classifier to identify and mark the massive unknown face images. Experimental result shows that the proposed face recognition algorithm is effective, false acceptance rate and false rejection rate is lower than PCA and LDA.