A vision-based method for weeds identification through the Bayesian decision theory

A Tellaeche, XP Burgos-Artizzu, G Pajares, A Ribeiro - Pattern Recognition, 2008 - Elsevier
One of the objectives of precision agriculture is to minimize the volume of herbicides that are
applied to the fields through the use of site-specific weed management systems. This paper …

A new vision-based approach to differential spraying in precision agriculture

A Tellaeche, XP BurgosArtizzu, G Pajares… - … and electronics in …, 2008 - Elsevier
One of the objectives of precision agriculture is to minimize the volume of herbicides by
using site-specific weed management systems. To reach this goal, two major factors need to …

Real-time image processing for crop/weed discrimination in maize fields

XP Burgos-Artizzu, A Ribeiro, M Guijarro… - … and Electronics in …, 2011 - Elsevier
This paper presents a computer vision system that successfully discriminates between weed
patches and crop rows under uncontrolled lighting in real-time. The system consists of two …

Crop/weed discrimination in perspective agronomic images

C Gée, J Bossu, G Jones, F Truchetet - Computers and Electronics in …, 2008 - Elsevier
This paper presents a general method for weed infestation rate estimation for perspective
wide-view images dedicated to real-time precision spraying. A colour camera was …

Development of a herbicide application map using artificial neural networks and fuzzy logic

CC Yang, SO Prasher, JA Landry, HS Ramaswamy - Agricultural systems, 2003 - Elsevier
The primary objective in this project was to develop a precision herbicide-spraying system in
a corn field. Ultimately, such a system would involve real-time image collection and …

Feature extraction for the identification of weed species in digital images for the purpose of site-specific weed control

M Weisa, R Gerhards - Precision agriculture'07, 2007 - brill.com
Automated weed detection and classification allow a high spatial density of measurements
and can therefore be used for site-specific application of herbicides at variable rate. A …

Bayesian classification and unsupervised learning for isolating weeds in row crops

FM De Rainville, A Durand, FA Fortin, K Tanguy… - Pattern Analysis and …, 2014 - Springer
This paper presents a weed/crop classification method using computer vision and
morphological analysis. Subsequent supervised and unsupervised learning methods are …

Development of an image analysis system for estimation of weed pressure

A Ribeiro, C Fernández-Quintanilla, J Barroso… - Precision Agriculture ' …, 2005 - brill.com
The feasibility of implementing site-specific weed management (SSWM) relies on the
availability of automatic systems for monitoring weed abundance. A computer based image …

Colour and shape analysis techniques for weed detection in cereal fields

AJ Perez, F Lopez, JV Benlloch… - Computers and electronics …, 2000 - Elsevier
Information on weed distribution within the field is necessary to implement spatially variable
herbicide application. This paper deals with the development of near-ground image capture …

AE—Automation and emerging technologies: Weed leaf image segmentation by deformable templates

AG Manh, G Rabatel, L Assemat, MJ Aldon - Journal of agricultural …, 2001 - Elsevier
In order to improve weeding strategies in terms of pesticide reduction, spatial distribution
and characterization of in-field weed populations are important. With recent improvements in …