Matthieu Molinier

Visiting address:

VTT Digitalo
Vuorimiehentie 3, Otaniemi, FI-02150 Espoo, Finland

Postal address:

VTT Technical Research Centre of Finland
P.O. Box 1000, FI-02044 VTT, Finland

Email:

matthieu döt molinier at vtt döt fi

• About
• Publications

About

Matthieu Molinier is a postgraduate student at the Environmental and Industrial Machine Learning team in the Adaptive Informatics Applications group of the Adaptive Informatics Research Centre. He works as a research scientist at VTT Technical Research Centre of Finland.

His research interests are satellite image processing, change detection, machine learning, computer vision, image and video processing. Applications of his research are related to forest and environment monitoring, motion detection and traffic monitoring.

Publications

Refereed journal articles

• A. Lönnqvist, Y. Rauste, M. Molinier, and T. Häme, "Polarimetric SAR Data in Land Cover Mapping", IEEE Transactions on Geoscience and Remote Sensing, 48(10), pp. 3652-3662, Oct. 2010.
• M. Molinier, J. Laaksonen and T. Häme, "Detecting Man-Made Structures and Changes in Satellite Imagery with a Content-Based Information Retrieval System built on Self-Organizing Maps", IEEE Transactions on Geoscience and Remote Sensing - Special Issue on Image Information Mining, 45(4), pp. 861-874, April 2007.

Refereed book chapters

• M. Molinier, T. Häme and H. Ahola, "3D-Connected Components Analysis for Traffic Monitoring in Image Sequences Acquired from a Helicopter", In Proceedings of 14th Scandinavian Conference on Image Analysis SCIA 2005, Joensuu, Finland, 2005. Lecture Notes in Computer Science: Vol. 3540, Springer-Verlag, pp. 141–150.

Refereed conference articles

• P. Pyykönen, M. Molinier, and G. Klunder, "Traffic monitoring and modeling for intersection safety". In Proc. of the 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing (ICCP 2010), Cluj-Napoca, Romania, 26-28 Aug. 2010, pp. 401-408.
• Y. Rauste, A. Lönnqvist, H. Ahola, M. Molinier and T. Häme, "Polarimetric Mosaicking of Ortho-Rectified ALOS/PALSAR Data". In Proc. of ALOS PI 2008 Symposium (ESA SP-664), Rhodos, Greece, 2008.
• M. Molinier, A. Lönnqvist and Y. Rauste, "Comparison Of Polarimetric Change Detection Methods On ALOS PALSAR Images over Finland". In Proc. of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), Boston, MA, 2008, Vol. 5, pp. 377–380.
• H. Astola, M. Molinier, T. Mikkola and E. Kubin, "Web Cameras In Automatic Autumn Colour Monitoring". In Proc. of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), Boston, MA, 2008, Vol. 5, pp. 824–827.
• M. Molinier, Y. Rauste and T. Häme, "Clearcut Mapping For Sustainable Forest Management Using TerraSAR-X Imagery". In Proc. of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), Boston, MA, 2008, Vol. 5, pp. 647–650.
• Y. Rauste, A. Lönnqvist, M. Molinier, H. Ahola and T. Häme, "ALOS Palsar Data in Boreal Forest Monitoring and Biomass Mapping". In Proc. of 1st Joint PI Symposium of ALOS Data Nodes for ALOS Science Program in Kyoto, Kyoto, Japan, 2007.
• Y. Rauste, A. Lönnqvist, M. Molinier, J.-B. Henry and T. Häme, "Ortho-Rectification and Terrain Correction of Polarimetric SAR Data Applied in the ALOS/Palsar Context". In Proc. of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), Barcelona, Spain, 2007, pp. 1618–1621.
• M. Molinier, J. Laaksonen, Y. Rauste and T. Häme, "Detecting Changes in Polarimetric SAR Data with Content-Based Image Retrieval". In Proc. of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), Barcelona, Spain, 2007, pp. 2390 – 2393.
• M. Molinier, Y. Rauste and T. Häme, "Comparison and Evaluation of Polarimetric Change Detection Techniques in Aerial SAR Data". In Proc. of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), Barcelona, Spain, 2007, pp. 2386–2389.
• H. Astola, L. Sirro, T. Häme, M. Molinier and J. Ahola, "Separation of Coniferous Species in Boreal Forest using Spectral and Contextual Features from Ikonos Imagery". In Proc. of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), Denver, CO, 2006, pp. 2141–2144.
• M. Molinier, J. Laaksonen and T. Häme, "A Self-Organising Map Framework for Detection of Man-Made Structures and Changes in Satellite Imagery". In Proc. of IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), Denver, CO, 2006, pp. 53–56.

Workshops and symposia

• M. Molinier, H. Astola, "Clearcut Detection between Aerial and Satellite Imagery Supporting Species-wise Forest Variable Estimates". In Proc. Nordic Remote Sensing Days 2009 – Book of Abstracts (2010) No: Report R13, 98.
• M. Molinier, V. Viitaniemi, M. Koskela, J. Laaksonen, Y. Rauste and T. Häme, "Improving Content-Based Target and Change Detection in ALOS PALSAR Images with Efficient Feature Selection". In Proc. of ESA-EUSC 2008 Symposium (WPP-278), Frascati, Italy, 2008.
• A. Lönnqvist, Y. Rauste, H. Ahola, M. Molinier and T. Häme, "Evaluation of Classification Methods with Polarimetric ALOS/PALSAR data". In Proc. of Forests and Remote Sensing: Methods and Operational Tools (Forestsat 2007), Montpellier, France, 2007.
• M. Molinier, J. Laaksonen, S. Väätäinen and T. Häme, "Self-Organising Maps for Change Detection and Monitoring of Human Activity in Satellite Imagery". In Proc. of ESA-EUSC 2006 Image Information Mining for Security and Intelligence (WPP-274), Madrid, Spain, 2006.
• M. Molinier, J. Laaksonen, J. Ahola and T. Häme, "Self-Organising Map Application for Retrieval of Man-Made Structures in Remote Sensing Data". In Proc. of ESA-EUSC Workshop on Image Information Mining - Theory and Applications to Earth Observation (WPP-257), Frascati, Italy, 2005.