1. A method for stylizing video, comprising: performing a spatio-temporal segmentation analysis on the video to identify three dimensional volumes of contiguous pixels having a similar characteristic; receiving an input identifying a group of the three dimensional volumes; and identifying the group of three dimensional volumes as a single semantic region.