동영상으로부터 텐서표현을 통한 얼굴 표정 인식

Abstract

This paper suggested the face expression recognition using the tensor-based principal component analysis. We present a new face verification method based on tensor presentation from video. For this purpose, we use Tensor-based Multilinear Principal Component Analysis (TMPCA) to verify simultaneously the successive frames with face images. For a perfoormance evaluating, serial facial images created by the database was carried out. The experimental results on facial expression database reveal that the presented method shows a better performance in comparison with the well-known methods.