Abstract:
A novel face recognition method based on Multi-class Projection Extreme Learning Machine (MPELM) is proposed in this paper.First, all face images are decomposed by using 2D Gabor.Then the face feature as study samples to MPELM classifier are applied.Finally, MPELM classifier are used for classification, then face recognition results will be obtained.The experiments are performed on the CMU-PIE and ORL face databases, and the experimental results indicate that the proposed method has better performance than ELM-based method and SVM-based method.