Non-negative Matrix Factorization (NMF) is a part-based image representation method. It comes from the intuitive idea that entire face image can be constructed by combining several parts. In this paper, we propose a framework for face recognition by finding localized, part-based representations, denoted “Iterative weighted non-smooth non-negative matrix factorization” (IWNS-NMF). A new cost fun...

Speakers sometimes modify their gestures during the process of production into disguised adaptors. Such disguised adaptors can be treated as evidence that speakers can monitor their gestures. This study investigated when disguised adaptors are produced in Japanese elementary school children. The results showed that children did not produce disguised adaptors until the age of 8. The emergence of...

Faces each have distinct pigmentation as well as shape, which suggests that both cues may play a role in the perception of faces. However, there is a common implicit assumption that pigmentation cues are relatively unimportant, and so the role pigmentation plays in face perception has gone largely unexplored. This thesis is a systematic investigation of the role of pigmentation in face recognit...