Somayeh Nezami

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

Somayeh Nezami, Ehsan Khoramshahi, Olli Nevalainen et al. · Remote Sensing · 2020 · 121 citations · Full text

Geometric Learning, Convolutional Neural Network, Tree Species Classification +22

Machine learning estimators for the quantity and quality of grass swards used for silage production using drone-based imaging spectrometry and photogrammetry

Raquel Alves de Oliveira, Roope Näsi, Oiva Niemeläinen et al. · Remote Sensing of Environment · 2020 · 107 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +18

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

Somayeh Nezami, Ehsan Khoramshahi, Olli Nevalainen et al. · Preprints.org · 2020 · 75 citations · Full text

Geometric Learning, Convolutional Neural Network, Tree Species Classification +22

ASSESSMENT OF RGB AND HYPERSPECTRAL UAV REMOTE SENSING FOR GRASS QUANTITY AND QUALITY ESTIMATION

Raquel Alves de Oliveira, Roope Näsi, Oiva Niemeläinen et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2019 · 15 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +16

OPTIMIZING RADIOMETRIC PROCESSING AND FEATURE EXTRACTION OF DRONE BASED HYPERSPECTRAL FRAME FORMAT IMAGERY FOR ESTIMATION OF YIELD QUANTITY AND QUALITY OF A GRASS SWARD

Roope Näsi, Niko Viljanen, Raquel Alves de Oliveira et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2018 · 10 citations · Full text

Precision Agriculture, Engineering, Land Use +17