0000000000668563

AUTHOR

Lauri Marklelin

showing 1 related works from this author

HYPERSPECTRAL REFLECTANCE SIGNATURES AND POINT CLOUDS FOR PRECISION AGRICULTURE BY LIGHT WEIGHT UAV IMAGING SYSTEM

2018

Abstract. The objective of this investigation was to study the use of a new type of a low-weight unmanned aerial vehicle (UAV) imaging system in the precision agriculture. The system consists of a novel Fabry-Perot interferometer based hyperspectral camera and a high-resolution small-format consumer camera. The sensors provide stereoscopic imagery in a 2D frame-format and they both weigh less than 500 g. A processing chain was developed for the production of high density point clouds and hyperspectral reflectance image mosaics (reflectance signatures), which are used as inputs in the agricultural application. We demonstrate the use of this new technology in the biomass estimation process, w…

lcsh:Applied optics. Photonics010504 meteorology & atmospheric sciencesRemote sensing applicationComputer scienceUAV0211 other engineering and technologiesPoint cloudmedical imagingComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONStereoscopyImage processing02 engineering and technologylcsh:Technology01 natural scienceslaw.inventionimaging spectrometerremote sensinglawFabry-Perot interferometerComputer vision021101 geological & geomatics engineering0105 earth and related environmental sciencesRemote sensingprecision agriculturelcsh:Tbusiness.industrytarget detectionlcsh:TA1501-1820Hyperspectral imagingairbornehyperspectral sensorsPhotogrammetrypiezo actuatorslcsh:TA1-2040RadiometryPrecision agricultureArtificial intelligencemultispectral image sensorslcsh:Engineering (General). Civil engineering (General)business
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