Abstract
Described here is a visual navigation method for navigating a mobile robot along a man-made route such as a corridor or a street. We have proposed an image sensor, named HyperOmni Vision, with a hyperboloidal mirror for vision-based navigation of the mobile robot. This sensing system can acquire an omnidirectional view around the robot in real time. In the case of the man-made route, road boundaries between the ground plane and wall appear as a close-looped curve in the image. By making use of this optical characteristic, the robot can avoid obstacles and move along the corridor by tracking the close-looped curve with an active contour model. Experiments that have been done in a real environment are described.
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Cipolla R. and Blake, A.: Surface orientation and time to contact from image divergence and deformation, in: Proc. of the 2nd European Conf. on Computer Vision, 1992, pp. 187-202.
Dickmanns, E. D.: Performance improvements for autonomous road vehicles, in: Proc. of Intelligent Autonomous System, 1995, pp. 2-14.
Holenstein, A. and Badreddin, E.: Collision avoidance in a behavior-based mobile robot design, in: Proc. of IEEE Internat. Conf. on Robotics and Automation, Vol. 1, 1991, pp. 898-903.
Kass, M., Witkin, A., and Terzopoulo, D.: Snakes: Active contour models, Internat. J. Computer Vision 1(4) (1988), 321-331. 5. Santos-Victor, J., Sandini, G., Curotto, F., and Garibaldi, S.: Divergent stereo in autonomous navigation: From bees to robots, Internat. J. Computer Vision 14 (1995), 159-177. 6. Storjohann, K., Zielke, T., Mallot, H. A., and von Seelen, W.: Visual obstacle detection for automatically guided vehicles, in: Proc. of IEEE Internat. Conf. on Robotics and Automation, 1990, pp. 761-766. 7. Thorpe, C.: Machine learning and human interface for the CMU Navlab, in: Proc. Computer Vision for Space Applications, 1993. 8. Yagi, Y.: Omnidirectional sensing and its applications, IEICE Trans. Inform. Systems 82(3) (1999), 568-579. 9. Yagi, Y., Kawato, S., and Tsuji, S.: Real-time omnidirectional image sensor (COPIS) for vision-guided navigation, IEEE Trans. Robotics Automat. 10(1) (1994), 11-22. 10. Yamazawa, K., Yagi, Y., and Yachida, M.: Omnidirectional imaging with hyperboloidal projection, in: Proc. of IEEE/RSJ Internat. Conf. on Intelligent Robots and Systems, Vol. 2, 1993, pp. 1029-1034. 11. Zapata, R., Perrier, M., Lepinay, P., Thompson, P., and Jouvencel, B.: Fast mobile robots in ill-structured environments, in: Proc. of IEEE/RSJ Internat. Conf. on Intelligent Robots and Systems, 1991, pp. 793-798.
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Yagi, Y., Nagai, H., Yamazawa, K. et al. Reactive Visual Navigation Based on Omnidirectional Sensing – Path Following and Collision Avoidance. Journal of Intelligent and Robotic Systems 31, 379–395 (2001). https://doi.org/10.1023/A:1012047708277
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DOI: https://doi.org/10.1023/A:1012047708277