Ilkka Pölönen
Orcid: 0000-0002-5129-7364
According to our database1,
Ilkka Pölönen
authored at least 22 papers
between 2013 and 2024.
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Collaborative distances:
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Bibliography
2024
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models.
CoRR, 2024
Revealing Hidden Art: Authenticating And Unveiling Neolithic Rock Paintings Through Advanced Hyperspectral Imaging Techniques.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
2023
Quantification of Errors Generated by Uncertain Data in a Linear Boundary Value Problem Using Neural Networks.
SIAM/ASA J. Uncertain. Quantification, December, 2023
Comparison of Deep Neural Networks in the Classification of Bark Beetle-Induced Spruce Damage Using UAS Images.
Remote. Sens., October, 2023
2022
Estimating Tree Health Decline Caused by Ips typographus L. from UAS RGB Images Using a Deep One-Stage Object Detection Neural Network.
Remote. Sens., December, 2022
FPI Based Hyperspectral Imager for the Complex Surfaces - Calibration, Illumination and Applications.
Sensors, 2022
Reflectance Measurement Method Based on Sensor Fusion of Frame-Based Hyperspectral Imager and Time-of-Flight Depth Camera.
Sensors, 2022
Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks.
Remote. Sens., 2022
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer.
CoRR, 2022
2021
Sensors, 2021
2020
Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks.
Remote. Sens., 2020
Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion.
Remote. Sens., 2020
Generating Hyperspectral Skin Cancer Imagery using Generative Adversarial Neural Network.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Editorial for the Special Issue "Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions".
Remote. Sens., 2019
2018
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.
Remote. Sens., 2018
Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
2017
Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging.
Remote. Sens., 2017
2016
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).
IEEE Trans. Geosci. Remote. Sens., 2016
2015
Delineation of malignant skin tumors by hyperspectral imaging using diffusion maps dimensionality reduction.
Biomed. Signal Process. Control., 2015
2013
Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture.
Remote. Sens., 2013