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Pölönen Ilkka

Orcid -palvelun logo0000-0002-5129-7364

Affiliations

University of Jyväskylä
Researcher
Department of Mathematical Information Technology
2010 - present
Source: ORCID

Education (1)

PhD
University of Jyväskylä

Publications (92)

2024
Discriminating basal cell carcinoma and Bowen's disease from benign skin lesions with a 3D hyperspectral imaging system and convolutional neural networks
DOI
10.1111/srt.13677
Resolving phytoplankton pigments from spectral images using convolutional neural networks
Limnology and Oceanography: Methods
Open access
DOI
10.1002/lom3.10588
Peer-reviewed
2023
Quantification of Errors Generated by Uncertain Data in a Linear Boundary Value Problem Using Neural Networks
SIAM/ASA Journal on Uncertainty Quantification
Open access
DOI
10.1137/22M1538855
Peer-reviewed

Granted funding (3)

Learning techniques for drone based hyperspectral analysis of forest vegetation
Research Council of Finland
2023 - 2027
Unmanned aerial systems based solutions for real-time management of wildfires
Research Council of Finland
2022 - 2024
Smart hyperspectral imaging solutions for new era in Earth and planetary observations
Research Council of Finland
2021 - 2023

Activities and awards (9)

Reviewer of a scientific journal
Reviewer
Clarivate PLC
2024
https://publons.com/wos-op/review/author/JSVlA1Ls/
International collaboration: No
Reviewer of a scientific journal
Reviewer
Publons
2023
https://publons.com/wos-op/review/author/oqRNuvoA/
International collaboration: No
Reviewer of a scientific journal
Reviewer
Publons
2022
https://publons.com/wos-op/review/author/OzFjGgfl/
International collaboration: No