BUILDING PERSPECTIVE MODELS TO GUIDE A ROW CROP NAVIGATION VEHICLE

Citation
F. Pla et al., BUILDING PERSPECTIVE MODELS TO GUIDE A ROW CROP NAVIGATION VEHICLE, Image and vision computing, 15(6), 1997, pp. 465-473
Citations number
22
Categorie Soggetti
Computer Sciences, Special Topics",Optics,"Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence","Computer Science Software Graphycs Programming","Computer Science Theory & Methods
Journal title
ISSN journal
02628856
Volume
15
Issue
6
Year of publication
1997
Pages
465 - 473
Database
ISI
SICI code
0262-8856(1997)15:6<465:BPMTGA>2.0.ZU;2-O
Abstract
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.