This paper describes techniques to identify various features in a scene using a laser range finding sensor, scanning horizontally in one dimension. We describe the optical and electronic properties of the sensor, together with the distributed processing hardware. We present a method to recognise and parameterise straight lines and ellipses occurring together in ID range images. In particular, we: 1. Present a line fitting system which recursively fits points to line segments, given range and ...