0000000000880840

AUTHOR

Jan Pieters

0000-0003-4034-9269

showing 2 related works from this author

Two-step cross correlation-based algorithm for motion estimation applied to fertilizer granules' motion during centrifugal spreading

2011

Imaging systems are progressing in both accuracy and ro- bustness, and their use in precision agriculture is increasing accordingly. One application of imaging systems is to understand and control the cen- trifugal fertilizing spreading process. Predicting the spreading pattern on the ground relies on an estimation of the trajectories and velocities of ejected granules. The algorithms proposed to date have shown low ac- curacy, with an error rate of a few pixels. But a more accurate estimation of the motion of the granules can be achieved. Our new two-step cross- correlation-based algorithm is based on the technique used in particle image velocimetry (PIV), which has yielded highly accurate…

fluid mechanicsImage processing01 natural sciences010305 fluids & plasmas010309 opticsmotion estimationMotion estimationcameras0103 physical sciencesComputer visionImage sensorMathematicsCross-correlationPixelbusiness.industrycentrifugesGeneral EngineeringfertilisersFluid mechanicsSubpixel renderingAtomic and Molecular Physics and Opticsimage processingParticle image velocimetryvelocimetersArtificial intelligencebusinessAlgorithm
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Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles

2015

International audience; Better characterization of the fertilizer spreading process, especially the fertilizer pattern distribution on the ground, requires an accurate measurement of individual particle properties and dynamics. Both 2D and 3D high speed imaging techniques have been developed for this purpose. To maximize the accuracy of the predictions, a specific illumination level is required. This paper describes the development of a high irradiance LED system for high speed motion estimation of fertilizer particles. A spectral sensitivity factor was used to select the optimal LED in relation to the used camera from a range of commercially available high power LEDs. A multiple objective …

Technology and EngineeringLightIrradianceengineering.materiallcsh:Chemical technologyBiochemistryArticleAnalytical Chemistrylaw.inventionLED illuminationOpticsImaging Three-DimensionallawSPREADERMotion estimationGenetic algorithmRange (statistics)genetic algorithmlcsh:TP1-1185[ INFO.INFO-ES ] Computer Science [cs]/Embedded SystemsElectrical and Electronic EngineeringFertilizersInstrumentationLightingComputingMilieux_MISCELLANEOUS[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processingbusiness.industryProcess (computing)AgricultureLED illumination; genetic algorithm; fertilizerLED illumination;genetic algorithm;fertilizerfertilizerAtomic and Molecular Physics and OpticsSIMULATIONSARRAYSSpectral sensitivityengineering[INFO.INFO-ES]Computer Science [cs]/Embedded SystemsFertilizerbusinessAERODYNAMIC PROPERTIES[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processingAlgorithmsLight-emitting diode
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