[Matisse's aim in leaving the face blank was] to encourage you to look all over the surface of the painting, ... He realized we are biologically constructed to focus on faces more than anything. So he came to the conclusion that the way to make the eyes circulate freely in the space was not to paint the face.
John Elderfield