Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33122
Visual Object Tracking and Interception in Industrial Settings
Authors: Ahmet Denker, Tuğrul Adıgüzel
Abstract:
This paper presents a solution for a robotic manipulation problem. We formulate the problem as combining target identification, tracking and interception. The task in our solution is sensing a target on a conveyor belt and then intercepting robot-s end-effector at a convenient rendezvous point. We used an object recognition method which identifies the target and finds its position from visualized scene picture, then the robot system generates a solution for rendezvous problem using the target-s initial position and belt velocity . The interception of the target and the end-effector is executed at a convenient rendezvous point along the target-s calculated trajectory. Experimental results are obtained using a real platform with an industrial robot and a vision system over it.Keywords: Object recognition, rendezvous planning, robotics.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1335128
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1729References:
[1] P.I. Corke, Visual Control of Robot Manipulators-A Review, in Visual Servoing, edited by K. Hashimoto. World Scientific: Singapore, 1993.
[2] Y. Shirai and H. Inoue, "Guiding a robot by visual feedback in assembling tasks," Pattern Recognition, vol.5, pp.99-108, 1973.
[3] M. Sitti, M. Ertugrul and A. Denker, "Coordination of two robots using visual feedback," In Proc. of Int. Conf. on Recent Advances in Mechatronics, Istanbul, Turkey, 1995, pp.615-620.
[4] S. Hutchinson, G.D. Hager and P.I. Corke, "A tutorial on visual servo control," IEEE Trans. on Robot. Autom., vol.12, pp.651-670, 1996.
[5] T. Borangiu, "Visual conveyor tracking for "pick-on-the-fly" robot motion control," 7th International Workshop on Advanced Motion Control, Maribor, Slovenia, 2002, pp.353-358.
[6] T. Kohonen, "The self-organizing map," Proc. of the IEEE, 78(9), pp.1464-1480, 1990.
[7] M. Mehrandezh, N.M. Sela, R.G. Fenton and B. Benhabib, "Robotic interception of moving objects using an augmented ideal proportional navigation guidance technique," IEEE Transactions on Systems, Man and Cybernetics, vol.30, pp.238-250, 2000.
[8] D. Hujic, E. Croft, G. Zak, R.G. Fenton, J.K. Mills and B. Benhabib, "The robotic interception of moving objects in industrial settings: strategy development and experiment," IEEE/ASME Transactions on Mechatronics, vol.3, pp.225-239, 1998.