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

Tellaeche, Alberto; Burgos-Artizzu, Xavier P.; Pajares, Gonzalo; Ribeiro, Ángela; Fernández‐Quintanilla, César

doi:10.1016/j.compag.2007.07.008

Cited by 117 publications

(77 citation statements)

References 24 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…Both Tillett and Hague (1999) and Bakker et al (2008) do not report on the dimensions of the crop row width, although crop row width and growth stage are important parameters for weed detection and weed control systems as well. Tellaeche et al (2008) reported a visionbased algorithm that takes into account the crop growth stage for weed detection as well.…”

Section: Crop Row Recognition and Crop Row Widthmentioning

confidence: 99%

Adaptive detection of volunteer potato plants in sugar beet fields

2009

View full text Add to dashboard Cite

Volunteer potato is an increasing problem in crop rotations where winter temperatures are often not cold enough to kill tubers leftover from harvest. Poor control, as a result of high labor demands, causes diseases like Phytophthora infestans to spread to neighboring fields. Therefore, automatic detection and removal of volunteer plants is required. In this research, an adaptive Bayesian classification method has been developed for classification of volunteer potato plants within a sugar beet crop. With use of ground truth images, the classification accuracy of the plants was determined. In the non-adaptive scheme, the classification accuracy was 84.6 and 34.9% for the constant and changing natural light conditions, respectively. In the adaptive scheme, the classification accuracy increased to 89.8 and 67.7% for the constant and changing natural light conditions, respectively. Crop row information was successfully used to train the adaptive classifier, without having to choose training data in advance.

show abstract

Section: Crop Row Recognition and Crop Row Widthmentioning

confidence: 99%

Adaptive detection of volunteer potato plants in sugar beet fields

2009

View full text Add to dashboard Cite

show abstract

“…There are a number of examples of segmentation applied to precision farming. An application of a thresholding segmentation technique is provided by Tellaeche et al (2008). In their study, prior knowledge of the spectral signature of weeds was used to distinguish between weeds and crops in a field.…”

Section: Introductionmentioning

confidence: 99%

Vine Signal Extraction – an Application of Remote Sensing in Precision Viticulture

Smit

Sithole

Strever

2016

SAJEV

View full text Add to dashboard Cite

This paper presents a study of precision agriculture in the wine industry. While precision viticulture mostly aims to maximise yields by delivering the right inputs to appropriate places on a farm in the correct doses and at the right time, the objective of this study was rather to assess vine biomass differences. The solution proposed in this paper uses aerial imagery as the primary source of data for vine analysis. The first objective to be achieved by the solution is to automatically identify vineyards blocks, vine rows, and individual vines within rows. This is made possible through a series of enhancements and hierarchical segmentations of the aerial images. The second objective is to determine the correlation of image data with the biophysical data (yield and pruning mass) of each vine. A multispectral aerial image is used to compute vegetation indices, which serve as indicators of biophysical measures. The results of the automatic detection are compared against a test field, to verify both vine location and vegetation index correlation with relevant vine parameters. The advantage of this technique is that it functions in environments where active cover crop growth between vines is evident and where variable vine canopy conditions are present within a vineyard block.

show abstract

“…Esse é o objetivo principal da agricultura sustentável (KROPFF; WALLINGA; LOTZ, 1997;TELLAECHE et al, 2008;ZHANG;WANG;WANG, 2002). Dentro dessas metodologias existe a avaliação de energia que visa estabelecer os fluxos de energia, identificando a demanda total e eficiência, refletida pelo ganho líquido e pela relação saída/entrada (insumos produzidos/utilizados).…”

Section: Sustentabilidade Da Aplicação Em Taxa Variávelunclassified

“…No caso do modelo se usaram dados fornecidos pela Agência Nacional do Petróleo, Gás Natural e Biocombustíveis -ANP (2015) (anexo E). Agrícola -IEA (2015).…”

Section: R = Y × P $ (22)unclassified

See 1 more Smart Citation

Viabilidade energética e econômica da aplicação de fertilizantes em taxa variável

Posada¹

View full text Add to dashboard Cite

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

Abstract: El artículo seleccionado no se encuentra disponible por ahora a texto completo por no haber sido facilitado todavía por el investigador a cargo del archivo del mismo.

Cited by 117 publications

References 24 publications

Adaptive detection of volunteer potato plants in sugar beet fields

Adaptive detection of volunteer potato plants in sugar beet fields

Vine Signal Extraction – an Application of Remote Sensing in Precision Viticulture

Viabilidade energética e econômica da aplicação de fertilizantes em taxa variável

Contact Info

Product

Resources

About