Mobile robot range sensing through visual looming


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Sahin E. , Gaudiano P.

Joint Conference on the Science and Technology of Intelligent Systems ISIC/CIRA/ISAS, Maryland, United States Of America, 14 - 17 September 1998, pp.370-375 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/isic.1998.713690
  • City: Maryland
  • Country: United States Of America
  • Page Numbers: pp.370-375

Abstract

This article describes and evaluates visual looming as a monocular range sensing method for mobile robots. The looming algorithm is based on the relationship between the displacement of a camera relative to an object, and the resulting change in the size of the object's image on the focal plane of the camera. We have carried out systematic experiments to evaluate the ranging accuracy of the looming algorithm using a Pioneer 1 mobile robot equipped with a color camera. We have also performed noise sensitivity for the looming algorithm, obtaining theoretical error bounds on the range estimates for given levels of odometric and visual noise, which were verified through experimental data. Our results suggest that looming can be used as a robust, inexpensive range sensor as a complement to sonar.