Abstract
In this paper, we propose a system for vision guided autonomous circumnavigation, allowing robots to navigate around objects of arbitrary pose. The system performs knowledge-based object recognition from an intensity image using a canonical viewer-centred model. A path planned from a geometric model then guides the robot in circum-navigating the object. This system can be used in many applications where robots have to recognize and manipulate objects of unknown pose and placement. Such applications occur in a variety of contexts such as factory automation, underwater and space exploration, and nuclear power station maintenance. We also define a canonical-view graph to model objects, which is a viewer-centred representation.
This work is supported in part by an Australian Research Council (ARC) large grant.
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References
R. C. Arkin and D. MacKenzie, Temporal coordination of perceptual algorithms for mobile robot navigation, IEEE Trans on Robotics and Automation, 10(3) (1994).
N. M. Barnes and Z. Q. Liu, Model-based circumnavigating autonomous robots, Technical report, Dept. of Computer Science, Univ. of Melbourne. (1995).
J. B. Burns, R. S. Weiss, and E. M. Riseman, View variation of point-set and line-segment features, IEEE Trans. on Pattern Analysis and Machine Intelligence, 15(1) (1993).
O. Faugeras, J. Mundy, N. Ahuja, C. Dyer, A. Pentland, R. Jain, and K. Ikeuchi, Why aspect graphs are not (yet) practical for computer vision, in Workshop on Directions in Automated CAD-Based Vision, 97–104 (1991).
D. Raviv and M. Herman, A unified approach to camera fixation and vision based road following, IEEE Trans. on Systems, Man and Cybernetics, 24(8) (1994).
U. Rembold, The karlsruhe autonomous mobile assembly robot, in S. S. Iyengar and A. Elfes, editors, Autonomous mobile robots, IEEE Computer Society Press: California, 2, 375–380 (1991).
N. A. Watts, Calculating the principle views of a polyhedron, in 9th International Conference on Pattern Recognition, 316–322 (1988).
C. R. Weisbin, G. de Saussure, J. R. Einstein, F. G. Pin, and E. Heer, Autonomous mobile robot navigation and learning, IEEE Computer, 22(6) (1989).
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© 1995 Springer-Verlag Berlin Heidelberg
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Barnes, N., Liu, ZQ. (1995). Vision guided circumnavigating autonomous robots. In: Chin, R.T., Ip, H.H.S., Naiman, A.C., Pong, TC. (eds) Image Analysis Applications and Computer Graphics. ICSC 1995. Lecture Notes in Computer Science, vol 1024. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-60697-1_84
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DOI: https://doi.org/10.1007/3-540-60697-1_84
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