Felix Schiefer

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

Teja Kattenborn, Jens Leitloff, Felix Schiefer et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 1.6K citations · Full text

Image Classification, Precision Agriculture, Machine Vision +10

Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks

Felix Schiefer, Teja Kattenborn, Annett Frick et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 344 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +12

Spatially autocorrelated training and validation samples inflate performance assessment of convolutional neural networks

Teja Kattenborn, Felix Schiefer, Julian Frey et al. · ISPRS Open Journal of Photogrammetry and Remote Sensing · 2022 · 113 citations · Full text

The retrieval of plant functional traits from canopy spectra through RTM-inversions and statistical models are both critically affected by plant phenology

Felix Schiefer, Sebastian Schmidtlein, Teja Kattenborn · Ecological Indicators · 2020 · 65 citations · Full text

Advantages of retrieving pigment content [μg/cm2] versus concentration [%] from canopy reflectance

Teja Kattenborn, Felix Schiefer, Pablo J. Zarco‐Tejada et al. · Remote Sensing of Environment · 2019 · 63 citations · Full text

Canopy Reflectance, Natural Pigments, Environmental Monitoring +4