Ilkka Pölönen
University of Jyväskylä(FI)
Publications by Year
Research Areas
Remote Sensing in Agriculture, Remote Sensing and LiDAR Applications, AI in cancer detection, Spectroscopy and Chemometric Analyses, Remote-Sensing Image Classification
Most-Cited Works
- → Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture(2013)496 cited
- → Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging(2017)408 cited
- → Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks(2020)128 cited
- → 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)(2016)82 cited
- → SPECTRAL IMAGING FROM UAVS UNDER VARYING ILLUMINATION CONDITIONS(2013)80 cited
- → Assessment of Classifiers and Remote Sensing Features of Hyperspectral Imagery and Stereo-Photogrammetric Point Clouds for Recognition of Tree Species in a Forest Area of High Species Diversity(2018)72 cited
- → DeepFake knee osteoarthritis X-rays from generative adversarial neural networks deceive medical experts and offer augmentation potential to automatic classification(2022)66 cited
- → Hyperspectral imaging based biomass and nitrogen content estimations from light-weight UAV(2013)64 cited
- → Unmanned aerial system imagery and photogrammetric canopy height data in area-based estimation of forest variables(2015)51 cited