Search results for "multispectral image sensors"

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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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Methods for estimating forest stem volumes by tree species using digital surface model and CIR images taken from light UAS

2012

In this paper we consider methods for estimating forest tree stem volumes by species using images taken from light unmanned aircraft systems (UAS). Instead of using LiDAR and additional multiband imagery a color infrared camera mounted to a light UAS is used to acquire both imagery and the DSM of target area. The goal of this study is to accurately estimate tree stem volumes in three classes. The status of the ongoing work is described and an initial method for delineating and classifying treetops is presented.

ta113precision agriculturebusiness.industryComputer scienceUAVtarget detectionPiezo actuatorsmedical imagingairborneFabry-Perot Interferometerimaging spectrometerTree (data structure)Hyperspectral sensorsLidarRemote sensing (archaeology)Computer visionArtificial intelligencemultispectral image sensorsDigital surfacebusinessTree speciesRemote sensingProceedings of SPIE
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