0000000000646686

AUTHOR

Tomi Rosnell

showing 3 related works from this author

Remote Sensing of 3-D Geometry and Surface Moisture of a Peat Production Area Using Hyperspectral Frame Cameras in Visible to Short-Wave Infrared Spe…

2016

Miniaturized hyperspectral imaging sensors are becoming available to small unmanned airborne vehicle (UAV) platforms. Imaging concepts based on frame format offer an attractive alternative to conventional hyperspectral pushbroom scanners because they enable enhanced processing and interpretation potential by allowing for acquisition of the 3-D geometry of the object and multiple object views together with the hyperspectral reflectance signatures. The objective of this investigation was to study the performance of novel visible and near-infrared (VNIR) and short-wave infrared (SWIR) hyperspectral frame cameras based on a tunable Fabry–Pérot interferometer (FPI) in measuring a 3-D digital sur…

spectroscopygeometry010504 meteorology & atmospheric sciencesInfraredspektroskopiata11710211 other engineering and technologiesGeometryradiometry02 engineering and technologyremotely piloted aircraft01 natural scienceskalibrointiremote sensingCalibrationgeographic information systemComputer visionElectrical and Electronic Engineeringta218021101 geological & geomatics engineering0105 earth and related environmental sciencesRemote sensingta113ta213Contextual image classificationbusiness.industryHyperspectral imagingOtaNanocalibrationstereo visionVNIRInterferometryGeneral Earth and Planetary SciencesRGB color modelEnvironmental scienceRadiometrygeometriakaukokartoitusArtificial intelligencebusinessimage classificationIEEE Transactions on Geoscience and Remote Sensing
researchProduct

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
researchProduct

Autonomous hyperspectral UAS photogrammetry for environmental monitoring applications

2014

Abstract. The unmanned airborne system (UAS) remote sensing using lightweight multi- and hyperspectral imaging sensors offer new possibilities for the environmental monitoring applications. Based on the accurate measurements of the way in which the object reflect and emit energy, wide range of affecting variables can be monitored. Condition for reliable applications is reliable and accurate input data. In many applications, installation of geometric and radiometric reference targets in the object area is challenging, for instance, in forest or water areas. On the other hand, UASs are often operated in very poor conditions, under clouds or under variable cloud cover. Our objective is to deve…

lcsh:Applied optics. PhotonicsgeometryPoint cloudradiometryphotogrammetrylcsh:Technologykalibrointiremote sensingEnvironmental monitoringRemote sensingBlock (data storage)fotogrammetriaData processingblockForest inventorylcsh:Tlcsh:TA1501-1820Hyperspectral imagingcalibrationGeographyPhotogrammetryhyperspectrallcsh:TA1-2040Precision agriculturekaukokartoitusgeometriaUASlcsh:Engineering (General). Civil engineering (General)point cloud
researchProduct