A major challenge in scene understanding is the handling of spatial relations between objects or object parts. Several descriptors dedicated to this task already exist, such as force histogram which a typical example relative position descriptor. By computing interaction two for given all directions, it gives good overview configuration, and has useful properties that can make invariant 2D view...