Title :
Calibration of robotic area sensing system for dimensional measurement of automotive part surfaces
Author :
Shi, Quan ; Xi, Ning ; Chen, Heping ; Chen, Yifan
Author_Institution :
Dept. of Electr. & Comput. Eng., Michigan State Univ., East Lansing, MI, USA
Abstract :
This paper presents new calibration methods for a robotic area sensing system developed for industrial manufacturing inspection. A pixel-to-pixel calibration scheme is introduced to obtain standoff and baseline distance of the developed area sensor. In the three-dimensional (3D) space, the area sensor also has an offset angle in a plane parallel to the reference plane. Calibration of this offset angle improves the measurement accuracy. This pixel-to-pixel scheme is particularly useful for calibrating a 3D optical area sensor with off-the-shelf lenses. An exploding vector method was also developed to transform the measured depth map to a 3D point cloud. A robotic area sensing system was developed by integrating an area sensor prototype and a robot sensor planning system. Calibration of the integrated system includes robot calibration, part calibration, and robot hand-eye calibration. Calibration error of the robot system is related to the area sensor positioning accuracy in the robotic system. Experimental results show a successful practice of the developed robotic area sensing system. Measurement performance of the developed system can be improved if advanced lenses are adopted.
Keywords :
area measurement; automobile industry; automotive materials; calibration; industrial robots; inspection; robot vision; 3D optical area sensor; automated dimensional measurement system; automotive part surfaces; exploding vector method; industrial manufacturing inspection; pixel-to-pixel calibration; robot hand-eye calibration; robotic area sensing system; sensor planning; Area measurement; Automotive engineering; Calibration; Lenses; Manufacturing industries; Optical sensors; Orbital robotics; Robot sensing systems; Sensor systems; Service robots; Sensor planning; area sensor; automated dimensional measurement system; calibration;
Conference_Titel :
Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8912-3
DOI :
10.1109/IROS.2005.1545577