Ilkka Pölönen

Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture

Eija Honkavaara, Heikki Saari, Jere Kaivosoja et al. · Remote Sensing · 2013 · 495 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +16

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

Olli Nevalainen, Eija Honkavaara, Sakari Tuominen et al. · Remote Sensing · 2017 · 405 citations · Full text

Precision Agriculture, Engineering, Forest Biometrics +16

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

Remote Sensing of 3-D Geometry and Surface Moisture of a Peat Production Area Using Hyperspectral Frame Cameras in Visible to Short-Wave Infrared Spectral Ranges Onboard a Small Unmanned Airborne Vehicle (UAV)

Eija Honkavaara, Matti A. Eskelinen, Ilkka Pölönen et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 82 citations · Full text

Precision Agriculture, Environmental Monitoring, Fpi Cameras +17

SPECTRAL IMAGING FROM UAVS UNDER VARYING ILLUMINATION CONDITIONS

T. Hakala, Eija Honkavaara, Heikki Saari 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 · 2013 · 80 citations · Full text

Uav Operator, Precision Agriculture, Engineering +13