People Minh Hoai Nguyen Jean-François Lalonde Alexei A. Efros Fernando de la Torre Abstract Many categories of objects, such as human faces, can be naturally viewed as a composition of several different layers. For example, a bearded face with glasses can be decomposed into three layers: a layer for glasses, a layer for the beard and a layer for other permanent facial features. While modeling such