Gait recognition is a new field of biometrics. The deployment of gait is more realistic as a part of a multi modal biometric system (e.g. combination of gait and face together)

When extracting discriminative features multimodal data, current methods rarely concern the data distribution. In this paper, we present an assumption that is consistent with the viewpoint of discrimination, that is, a person’s overall biomet