Graph cuts methods have become popular alternatives to the level set-based approaches for optimizing the location of a contour (see[REF] for an extensive comparison).
Multiple labels: Graph cuts is only able to find a global optimum for binary labeling (i.e., two labels) problems, such as foreground/background image segmentation.