System and method for optimizing tracker system

Abstract

The present invention relates to the field of computation and simulation and covers methods to optimize the fiducial marker positions in optical object tracking systems, by simulating the visibility. The method for optimizing tracker system which is realized to simulate camera and fiducial positions and pose estimation algorithm parameters to optimize the system comprises the steps of; acquire mesh data representing possible active marker positions and orientations on a tracked object, pose data representing possible poses of tracked object, camera positions and orientations; compute visibility of each node from all camera viewports and generate a visibility value list; select the node with highest visibility count as a marker placement node; remove nodes closer to the selected node than a threshold; remove the pose(s) having a predetermined number of selected nodes; does percentage of all poses have predetermined number of selected nodes?; project selected node positions on the image plane of each camera viewport and calculate the pose of the mesh using the tracker algorithm to be optimized; calculate pose error and pose coverage by comparing algorithm results with initial data; record and output results; and select among the results a parameter set satisfying at least one constraint.