High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal Spreader

A 3D imaging technique using a high speed binocular stereovision system was developed in combination with corresponding image processing algorithms for accurate determination of the parameters of particles leaving the spinning disks of centrifugal fertilizer spreaders. Validation of the stereo-match...

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Main Authors: Bilal Hijazi, Simon Cool, Jürgen Vangeyte, Koen C. Mertens, Frédéric Cointault, Michel Paindavoine, Jan G. Pieters
Format: Article
Language:English
Published: MDPI AG 2014-11-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/14/11/21466
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spelling doaj-74b8898c124349148a1921ce385f1bce2020-11-24T21:49:14ZengMDPI AGSensors1424-82202014-11-011411214662148210.3390/s141121466s141121466High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal SpreaderBilal Hijazi0Simon Cool1Jürgen Vangeyte2Koen C. Mertens3Frédéric Cointault4Michel Paindavoine5Jan G. Pieters6Institute of Agricultural and Fisheries Research, Burg. van Gansberghelaan 115, Merelbeke 9820, BelgiumInstitute of Agricultural and Fisheries Research, Burg. van Gansberghelaan 115, Merelbeke 9820, BelgiumInstitute of Agricultural and Fisheries Research, Burg. van Gansberghelaan 115, Merelbeke 9820, BelgiumInstitute of Agricultural and Fisheries Research, Burg. van Gansberghelaan 115, Merelbeke 9820, BelgiumInstitut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement, boulevard du Docteur Petitjean 26, Dijon 21079, FranceLaboratoire d'Etude de l'Apprentissage et du Developpement, University of Burgundy, Esplanade Erasme 11, Dijon 21000, FranceDepartment of Biosystems Engineering, Ghent University, Coupure links 653, Gent 9000, BelgiumA 3D imaging technique using a high speed binocular stereovision system was developed in combination with corresponding image processing algorithms for accurate determination of the parameters of particles leaving the spinning disks of centrifugal fertilizer spreaders. Validation of the stereo-matching algorithm using a virtual 3D stereovision simulator indicated an error of less than 2 pixels for 90% of the particles. The setup was validated using the cylindrical spread pattern of an experimental spreader. A 2D correlation coefficient of 90% and a Relative Error of 27% was found between the experimental results and the (simulated) spread pattern obtained with the developed setup. In combination with a ballistic flight model, the developed image acquisition and processing algorithms can enable fast determination and evaluation of the spread pattern which can be used as a tool for spreader design and precise machine calibration.http://www.mdpi.com/1424-8220/14/11/21466stereovisionmotion estimationfertilizercentrifugal spreader
collection DOAJ
language English
format Article
sources DOAJ
author Bilal Hijazi
Simon Cool
Jürgen Vangeyte
Koen C. Mertens
Frédéric Cointault
Michel Paindavoine
Jan G. Pieters
spellingShingle Bilal Hijazi
Simon Cool
Jürgen Vangeyte
Koen C. Mertens
Frédéric Cointault
Michel Paindavoine
Jan G. Pieters
High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal Spreader
Sensors
stereovision
motion estimation
fertilizer
centrifugal spreader
author_facet Bilal Hijazi
Simon Cool
Jürgen Vangeyte
Koen C. Mertens
Frédéric Cointault
Michel Paindavoine
Jan G. Pieters
author_sort Bilal Hijazi
title High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal Spreader
title_short High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal Spreader
title_full High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal Spreader
title_fullStr High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal Spreader
title_full_unstemmed High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal Spreader
title_sort high speed stereovision setup for position and motion estimation of fertilizer particles leaving a centrifugal spreader
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2014-11-01
description A 3D imaging technique using a high speed binocular stereovision system was developed in combination with corresponding image processing algorithms for accurate determination of the parameters of particles leaving the spinning disks of centrifugal fertilizer spreaders. Validation of the stereo-matching algorithm using a virtual 3D stereovision simulator indicated an error of less than 2 pixels for 90% of the particles. The setup was validated using the cylindrical spread pattern of an experimental spreader. A 2D correlation coefficient of 90% and a Relative Error of 27% was found between the experimental results and the (simulated) spread pattern obtained with the developed setup. In combination with a ballistic flight model, the developed image acquisition and processing algorithms can enable fast determination and evaluation of the spread pattern which can be used as a tool for spreader design and precise machine calibration.
topic stereovision
motion estimation
fertilizer
centrifugal spreader
url http://www.mdpi.com/1424-8220/14/11/21466
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