1. A system for segmenting a video in a higher order dimensional space, the system comprising: one or more processors configured by machine readable instructions to: obtain visual information defining an image of the video, wherein the visual information includes pixels of the image and is represented in a display space having a first dimensionality such that the visual information represented in the display space facilitates visual reproduction of the image on a display device; obtain a designation of a subset of the visual information represented in the display space as a part of an object portrayed in the image; represent the visual information and the designation in the higher order dimensional space, the higher order dimensional space having a second dimensionality greater than the first dimensionality; determine an association of the visual information represented in the higher order dimensional space with the object based on the higher order dimensional space representation of the visual information and the designation; and correlate the association with the visual information represented in the display space, the correlation defining a location of the object in the image.