Abstract: The hierarchical data structures are very important region representation methods in computer visualization, robotics, computer graphics, image processing, and pattern recognition, but these methods put too much emphasis upon the symmetry of segmentation.

Key words: Image representation, Triangle NAM, Linear quadtree, Image complexity, Binary image