Title :
Face recognition using temporal image sequence
Author :
Yamaguchi, Osamu ; Fukui, Kazuhiro ; Maeda, Ken-ichi
Author_Institution :
Kansai Res. Labs., Toshiba Corp., Kobe
Abstract :
We present a face recognition method using image sequence. As input we utilize plural face images rather than a ldquosingle-shotrdquo, so that the input reflects variation of facial expression and face direction. For the identification of the face, we essentially form a subspace with the image sequence and apply the Mutual Subspace Method in which the similarity is defined by the angle between the subspace of input and those of references. We demonstrate the effectiveness of the proposed method through several experimental results
Keywords :
face recognition; image sequences; temporal logic; Mutual Subspace Method; face direction; face recognition method; facial expression; plural face images; subspace; temporal image sequence; Face recognition; Image sequences;
Conference_Titel :
Automatic Face and Gesture Recognition, 1998. Proceedings. Third IEEE International Conference on
Conference_Location :
Nara
Print_ISBN :
0-8186-8344-9
DOI :
10.1109/AFGR.1998.670968