To fully automate some in-field agricultural tasks, an autonomous vehi
cle has to be guided along a crop held. In this work, we describe how
a vision system extracts the guidance information for vehicle navigati
on in a crop row. The method is based on extraction of the scene struc
ture from perspective information that a set of coplanar parallel line
s, representing the crop rows, generate in the image. To solve some dr
awbacks caused by these natural environments, a method to extract the
row lines is described, and an approach to calculate the vanishing poi
nt proposed. A technique to recover missing information is also introd
uced. The method has been applied to long sequences of images taken by
a moving vehicle in crop row scenes.