Ilkka Pölönen

ORCID

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Venues

Sensors (Basel, Switzerland)

Journal of medical imaging (Bellingham, Wash.)

Journal of clinical medicine

Plants (Basel, Switzerland)

University of Jyväskylä (PHD)

This page only lists publications with an associated author ORCID identifier.

Education History

University of Jyväskylä Jan 01 2011 - Dec 19 2013

Finland

PHD :: Department of Mathematical Information Technology

Publications

Vivian Mikaela Lindholm, Leevi Annala, Sari Koskenmies, Sari Pitkänen, Kirsi Isoherranen, Anna Järvinen, Leila Jeskanen, Ilkka Pölönen, Annamari Ranki, Anna-Maria Raita-Hakola, Mari Salmivuori
Discriminating basal cell carcinoma and Bowen's disease from benign skin lesions with a 3D hyperspectral imaging system and convolutional neural networks. Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) 30 (4) (2024)
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 (Basel, Switzerland) 22 (22) (2022)
Anna-Maria Raita-Hakola, Leevi Annala, Vivian Mikaela Lindholm, Roberts Trops, Antti Näsilä, Heikki Saari, Annamari Ranki, Ilkka Pölönen
FPI Based Hyperspectral Imager for the Complex Surfaces-Calibration, Illumination and Applications. Sensors (Basel, Switzerland) 22 (9) (2022)
Vivian Mikaela Lindholm, Anna-Maria Raita-Hakola, Leevi Annala, Mari Salmivuori, Leila Jeskanen, Heikki Saari, Sari Koskenmies, Sari Pitkänen, Ilkka Pölönen, Kirsi Isoherranen, Annamari Ranki
Differentiating Malignant from Benign Pigmented or Non-Pigmented Skin Tumours-A Pilot Study on 3D Hyperspectral Imaging of Complex Skin Surfaces and Convolutional Neural Networks. Journal of clinical medicine 11 (7) (2022)
Pauliina Salmi, Matti A Eskelinen, Matti T Leppänen, Ilkka Pölönen
Rapid Quantification of Microalgae Growth with Hyperspectral Camera and Vegetation Indices. Plants (Basel, Switzerland) 10 (2) (2021)
Kimmo Aukusti Riihiaho, Matti Aleksanteri Eskelinen, Ilkka Pölönen
A Do-It-Yourself Hyperspectral Imager Brought to Practice with Open-Source Python. Sensors (Basel, Switzerland) 21 (4) (2021)
Samuli Rahkonen, Emilia Koskinen, Ilkka Pölönen, Tuula Heinonen, Timo Ylikomi, Sami Äyrämö, Matti A Eskelinen
Multilabel segmentation of cancer cell culture on vascular structures with deep neural networks. Journal of medical imaging (Bellingham, Wash.) 7 (2) (2020)

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Publication Activity (10 Years)

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Ilkka Pölönen