Progressive Mesh Object Registration

Using 3D information delivered by laser range sensor becomes more and more common in industrial systems. Especially object recognition and localization in 3D range data is still a challenging task in robotic vision. We connect the registration technique of the well known iterative closest points algorithm with the hierarchical object representation of progressive meshes to find objects in a scene. This approach is integrated in an object localization system for industrial robotic bin picking.