Matthieu Molinier

  • Phone+358405283974
20052019

Research output per year

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Personal profile

External positions

Visiting Researcher, Boston University

23 Aug 201430 Jun 2015

Keywords

  • Q Science (General)
  • machine learning
  • deep learning
  • remote sensing
  • video processing
  • image processing

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Research Output

A new fully convolutional neural network for semantic segmentation of polarimetric SAR imagery in complex land cover ecosystem

Mohammadimanesh, F., Salehi, B., Mahdianpari, M., Gill, E. & Molinier, M., 2019, In : ISPRS Journal of Photogrammetry and Remote Sensing. 151, p. 223-236 14 p.

Research output: Contribution to journalArticleScientificpeer-review

  • 15 Citations (Scopus)

    Avoiding Overfitting When Applying Spectral-Spatial Deep Learning Methods on Hyperspectral Images with Limited Labels

    Molinier, M. & Kilpi, J., 14 Nov 2019, Proceedings of IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE Institute of Electrical and Electronic Engineers , p. 5049-5052 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Combining Deep Learning Methods for Retrieval of Forest Biomass & Structure

    Molinier, M., Astola, H. & Mõttus, M., 16 May 2019, ESA Living Planet Symposium 2019. Milano: European Space Agency ESA

    Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsScientific

  • Comparison of Sentinel-2 and Landsat 8 imagery for forest variable prediction in boreal region

    Astola, H., Häme, T., Sirro, L., Molinier, M. & Kilpi, J., 15 Mar 2019, In : Remote Sensing of Environment. 223, p. 257-273 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
  • 6 Citations (Scopus)

    Effect of cellulase family and structure on modification of wood fibres at high consistency

    Rahikainen, J., Ceccherini, S., Molinier, M., Holopainen-Mantila, U., Reza, M., Väisänen, S., Puranen, T., Kruus, K., Vuorinen, T., Maloney, T., Suurnäkki, A. & Grönqvist, S., 30 May 2019, In : Cellulose. 26, 8, p. 5085-5103 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
  • 3 Citations (Scopus)

    Prizes

    MDPI Remote Sensing 2018 Outstanding Awards

    Matthieu Molinier (Recipient), Dec 2018

    Prize: Honorary award

  • Publons Peer Review Awards 2017

    Matthieu Molinier (Recipient), Sep 2017

    Prize: Honorary award