Embodiments are disclosed that relate to augmenting an appearance of a surface via a see-through display device. For example, one disclosed embodiment provides, on a computing device comprising a see-through display device, a method of augmenting an appearance of a surface. The method includes acquiring, via an outward-facing image sensor, image data of a first scene viewable through the display. The method further includes recognizing a surface viewable through the display based on the image data and, in response to recognizing the surface, acquiring a representation of a second scene comprising one or more of a scene located physically behind the surface viewable through the display and a scene located behind a surface contextually related to the surface viewable through the display. The method further includes displaying the representation via the see-through display.