Vision-based Navigation, Environmental Representations and Imaging Geometries

We discuss the role of spatial representations and visual geometries in vision-based navigation. To a large extent, these choices determine the complexity and robustness of a given navigation strategy. For instance, navigation systems relying on a geometric representation of the environment, use most of the available computational resources for localization rather than for “progressing” towards the final destination. In most cases, however, the localization requirements can be alleviated and different (e.g. topological) representations used. In addition, these representations should be adapted to the robot’s perceptual capabilities. Another aspect that strongly influences the success/complexity of a navigation system is the geometry of the visual system itself. Biological vision systems display alternative ocular geometries that proved successful in different (and yet demanding and challenging) navigation tasks. The compound eyes of insects or the human foveated retina are cl...

• Type: Conference
• Year: 2001
• Where: ISRR
• Authors: José Santos-Victor, Alexandre Bernardino
• Keywords: ISRR 2001, Navigation System, Robotics, Spatial Representations, Visual Geometries