Title :
Reliable solution for object pose determination using an active vision system
Author :
Meng, Yan ; Zhuang, Hanqi
Author_Institution :
Dept. of Electr. & Comput. Eng., Stevens Inst. of Technol.
Abstract :
The problem of pose determination using a calibrated structured light system is to determine the position and orientation of an object relative to a camera coordinate frame. By projecting a multiple-line light pattern to the three planes of the object, a number of line-to-plane correspondences can be obtained, from which an efficient and compact closed-form solution for the pose determination is derived. The performance of the proposed algorithm in the presence of noise is also investigated. Preliminary experiments conducted with a structured light system shows that this novel method is robust, efficient and is applicable to the real-time pose determination of mobile robot
Keywords :
active vision; calibration; active vision system; calibrated structured light system; line-to-plane correspondences; object pose determination; Cameras; Charge-coupled image sensors; Closed-form solution; Computational geometry; Computer vision; Geometrical optics; Image reconstruction; Machine vision; Noise robustness; Robot kinematics;
Conference_Titel :
Advanced Robotics, 2005. ICAR '05. Proceedings., 12th International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-9178-0
DOI :
10.1109/ICAR.2005.1507440