I. Introduction
The concept of Superpixels has matured during the last ten years and by now has been widely explored within the computer vision community. Superpixel algorithms are meant to group similar pixels into meaningful regions, or clusters, in order to create a higher-level structure in an image. They capture similarities mainly by jointly considering colour and spatial proximity and thus try to provide a semantic clustering of an image.