Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks
Felix Schiefer, Teja Kattenborn, Annett Frick, Julian Frey, Peter Schall, Barbara Koch, Sebastian Schmidtlein
Topics & Concepts
Convolutional neural networkComputer scienceTree (set theory)Remote sensingRGB color modelVegetation (pathology)Artificial intelligenceDigital elevation modelImage resolutionAerial imageTemperate rainforestSegmentationDeep learningPattern recognition (psychology)GeographyImage (mathematics)EcologyMathematicsMathematical analysisPathologyBiologyMedicineEcosystemRemote Sensing and LiDAR ApplicationsRemote Sensing in AgricultureSpecies Distribution and Climate Change