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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

Fingerprint Dive into the research topics where Matthieu Molinier is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 7 Similar Profiles
ALOS Earth & Environmental Sciences
satellite imagery Earth & Environmental Sciences
boreal forest Earth & Environmental Sciences
remote sensing Earth & Environmental Sciences
forest inventory Earth & Environmental Sciences
imagery Earth & Environmental Sciences
PALSAR Earth & Environmental Sciences
synthetic aperture radar Earth & Environmental Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2005 2019

1 Citation (Scopus)

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

radar imagery
semantics
ecosystems
synthetic aperture radar
Synthetic aperture radar
3 Citations (Scopus)

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
Landsat
imagery
prediction
Mean square error
stem

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
Cellulase
Wood
Fibers
Pulp
Enzymes
17 Citations (Scopus)

Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

Anwer, R. M., Khan, F. S., van de Weijer, J., Molinier, M. & Laaksonen, J., 1 Apr 2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 138, p. 74–85 12 p.

Research output: Contribution to journalArticleScientificpeer-review

remote sensing
Remote sensing
textures
Textures
texture

Deepcloud - A Fully Convolutionnal Neural Network for Cloud and Shadow Masking in Optical Satellite Images

Molinier, M., Reunanen, N., Lämsä, A., Astola, H. & Räty, T., 5 Nov 2018, 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronic Engineers IEEE, p. 2107-2110 4 p. 8517484

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

detection method
automation
Landsat
learning
satellite image