A vision-based method for weeds identification through the Bayesian decision theory
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 …
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 …
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
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 …
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 …
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 …
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 …
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
This paper presents a weed/crop classification method using computer vision and
morphological analysis. Subsequent supervised and unsupervised learning methods are …
morphological analysis. Subsequent supervised and unsupervised learning methods are …
Development of an image analysis system for estimation of weed pressure
The feasibility of implementing site-specific weed management (SSWM) relies on the
availability of automatic systems for monitoring weed abundance. A computer based image …
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 …
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 …
and characterization of in-field weed populations are important. With recent improvements in …