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2020 – today
- 2024
[c4]Anna-Maria Raita-Hakola, Samuli Rahkonen
, Ilkka Pölönen:
Revealing Hidden Art: Authenticating And Unveiling Neolithic Rock Paintings Through Advanced Hyperspectral Imaging Techniques. IGARSS 2024: 8064-8068- [c3]Leevi Lind, Daniele Cerra, Miguel Pato, Ilkka Pölönen:
Analyzing Artificial Nighttime Lighting Using Hyperspectral Data from ENMAP. IGARSS 2024: 8069-8073 - [i2]Julius Pesonen, Teemu Hakala, Väinö Karjalainen, Niko Koivumäki, Lauri Markelin, Anna-Maria Raita-Hakola, Juha Suomalainen, Ilkka Pölönen, Eija Honkavaara:
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models. CoRR abs/2408.10843 (2024) - 2023
- [j16]Vilho Halonen, Ilkka Pölönen:
Quantification of Errors Generated by Uncertain Data in a Linear Boundary Value Problem Using Neural Networks. SIAM/ASA J. Uncertain. Quantification 11(4): 1258-1277 (2023) - [j15]Emma Turkulainen, Eija Honkavaara, Roope Näsi, Raquel Alves Oliveira, Teemu Hakala, Samuli Junttila, Kirsi Karila, Niko Koivumäki, Mikko Pelto-Arvo, Johanna Tuviala, Madeleine Östersund, Ilkka Pölönen, Päivi Lyytikäinen-Saarenmaa:
Comparison of Deep Neural Networks in the Classification of Bark Beetle-Induced Spruce Damage Using UAS Images. Remote. Sens. 15(20): 4928 (2023) - 2022
- [j14]Kirsi Karila, Raquel Alves de Oliveira, Johannes Ek, Jere Kaivosoja, Niko Koivumäki, Panu Korhonen, Oiva Niemeläinen, Laura Nyholm, Roope Näsi, Ilkka Pölönen, Eija Honkavaara:
Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks. Remote. Sens. 14(11): 2692 (2022) - [j13]Heini Kanerva, Eija Honkavaara, Roope Näsi, Teemu Hakala, Samuli Junttila, Kirsi Karila, Niko Koivumäki, Raquel Alves Oliveira, Mikko Pelto-Arvo, Ilkka Pölönen, Johanna Tuviala, Madeleine Östersund, Päivi Lyytikäinen-Saarenmaa:
Estimating Tree Health Decline Caused by Ips typographus L. from UAS RGB Images Using a Deep One-Stage Object Detection Neural Network. Remote. Sens. 14(24): 6257 (2022) - [j12]Anna-Maria Raita-Hakola, Leevi Annala, Vivian Lindholm, Roberts Trops, Antti Näsilä, Heikki Saari, Annamari Ranki, Ilkka Pölönen:
FPI Based Hyperspectral Imager for the Complex Surfaces - Calibration, Illumination and Applications. Sensors 22(9): 3420 (2022) - [j11]Samuli Rahkonen, Leevi Lind, Anna-Maria Raita-Hakola, Sampsa Kiiskinen, Ilkka Pölönen:
Reflectance Measurement Method Based on Sensor Fusion of Frame-Based Hyperspectral Imager and Time-of-Flight Depth Camera. Sensors 22(22): 8668 (2022) - [i1]Liisa Petäinen, Juha P. Väyrynen, Pekka Ruusuvuori, Ilkka Pölönen, Sami Äyrämö, Teijo Kuopio:
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer. CoRR abs/2212.14652 (2022) - 2021
- [j10]Kimmo Aukusti Riihiaho, Matti A. Eskelinen, Ilkka Pölönen:
A Do-It-Yourself Hyperspectral Imager Brought to Practice with Open-Source Python. Sensors 21(4): 1072 (2021) - 2020
- [j9]Leevi Annala, Eija Honkavaara, Sakari Tuominen, Ilkka Pölönen:
Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion. Remote. Sens. 12(2): 283 (2020) - [j8]Somayeh Nezami, Ehsan Khoramshahi, Olli Nevalainen, Ilkka Pölönen, Eija Honkavaara:
Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks. Remote. Sens. 12(7): 1070 (2020) - [c2]Leevi Annala, Noora Neittaanmäki, John Paoli, Oscar Zaar, Ilkka Pölönen:
Generating Hyperspectral Skin Cancer Imagery using Generative Adversarial Neural Network. EMBC 2020: 1600-1603
2010 – 2019
- 2019
- [j7]Eija Honkavaara, Konstantinos Karantzalos, Xinlian Liang, Erica Nocerino, Ilkka Pölönen, Petri Rönnholm:
Editorial for the Special Issue "Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions". Remote. Sens. 11(14): 1714 (2019) - 2018
- [j6]Sakari Tuominen, Roope Näsi, Eija Honkavaara, Andras Balazs, Teemu Hakala, Niko Viljanen, Ilkka Pölönen, Heikki Saari, Harri Ojanen:
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. 10(5): 714 (2018) - [c1]Ilkka Pölönen, Leevi Annala, Samuli Rahkonen, Olli Nevalainen, Eija Honkavaara, Sakari Tuominen, Niko Viljanen, Teemu Hakala:
Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network. WHISPERS 2018: 1-5 - 2017
- [j5]Olli Nevalainen, Eija Honkavaara, Sakari Tuominen, Niko Viljanen, Teemu Hakala, Xiaowei Yu, Juha Hyyppä, Heikki Saari, Ilkka Pölönen, Nilton Nobuhiro Imai, Antonio M. G. Tommaselli:
Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging. Remote. Sens. 9(3): 185 (2017) - 2016
- [j4]Eija Honkavaara, Matti A. Eskelinen, Ilkka Pölönen, Heikki Saari, Harri Ojanen, Rami Mannila, Christer Holmlund, Teemu Hakala, Paula Litkey, Tomi Rosnell, Niko Viljanen, Merja Pulkkanen:
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. 54(9): 5440-5454 (2016) - 2015
- [j3]Valery A. Zheludev, Ilkka Pölönen, Noora Neittaanmäki-Perttu, Amir Averbuch, Pekka Neittaanmäki, Mari Grönroos, Heikki Saari:
Delineation of malignant skin tumors by hyperspectral imaging using diffusion maps dimensionality reduction. Biomed. Signal Process. Control. 16: 48-60 (2015) - 2013
- [j2]Paavo Nieminen, Ilkka Pölönen, Tuomo Sipola:
Research literature clustering using diffusion maps. J. Informetrics 7(4): 874-886 (2013) - [j1]Eija Honkavaara, Heikki Saari, Jere Kaivosoja, Ilkka Pölönen, Teemu Hakala, Paula Litkey, Jussi Mäkynen, Liisa Pesonen:
Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture. Remote. Sens. 5(10): 5006-5039 (2013)
Coauthor Index
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last updated on 2024-10-07 22:16 CEST by the dblp team
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