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Dr Mattia STASOLLA

Researcher

mattia.stasolla@rma.ac.be     Academic details

Research projects

SARSAR

This project aims at developing a system to perform brown-field tracking based on Sentinel-1 and Sentinel-2 images in order to assist the Walloon Region in the management of these redevelopment sites.

EORegions

EO Regions aims at optimizing earth observeration services and valorizing scientific know-how from universities and the private sector by offering substantial and competitive services and by mobilizing users through the demonstration of the potential of these services.

The activities of RMA consist in analyzing and developing change-detection algorithms on stacks of Sentinel-1 images.

Publications

  1. Sophie Petit, Mattia Stasolla, Gérard Swinnen, Odile Close, Benjamin Beaumont, Christophe Rasumny, Xavier Neyt, and Eric Hallot. The Potential of SAR and Optical Sentinel Images for the Automatic Monitoring of Redevelopment Sites. In Proceesdings of the 6th EARSeL Urban Joint Workshop, Liege, May 2020.
  2. Mattia Stasolla and Xavier Neyt. Applying sentinel-1 time series analysis to sugarcane harvest detection. In 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pages 1594-1597, July 2019.
  3. Mattia Stasolla and Xavier Neyt. Enhanced morphological filtering for wavelet-based changepoint detection. In 2019 15th International Conference on Signal-Image Technology and Internet-Based Systems (SITIS), pages 56-60, November 2019.
  4. Mattia Stasolla and Xavier Neyt. An operational tool for the automatic detection and removal of border noise in sentinel-1 GRD products. Sensors, 18:3454, October 2018.
  5. Mattia Stasolla and Xavier Neyt. Combining wavelets and mathematical morphology to detect changes in time series. In 2017 Progress in Electromagnetics Research Symposium (PIERS), pages 1015-1020, November 2017.
  6. Alfredo Alessandrini, Marlene Alvarez, Harm Greidanus, Vincenzo Gammieri, Virginia Fernandez Arguedas, Fabio Mazzarella, Carlos Santamaria, Mattia Stasolla, Dario Tarchi, and Michele Vespe. Mining vessel tracking data for maritime domain applications. In 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), pages 361-367, December 2016.
  7. Mattia Stasolla and Harm Greidanus. The exploitation of sentinel-1 images for vessel size estimation. Remote Sensing Letters, July:1219-1228, 12 2016.
  8. Mattia Stasolla, Jordi Mallorqui, Gerard Margarit, Carlos Santamaria, and Nick Walker. A comparative study of operational vessel detectors for maritime surveillance using satellite-borne synthetic aperture radar. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9:1-15, June 2016.
  9. Mattia Stasolla, Carlos Santamaria, Jordi Mallorqui, Gerard Margarit, and Nick Walker. Automatic ship detection in SAR satellite images: Performance assessment. In 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pages 2473-2476, 07 2015.
  10. Salvatore Caorsi and Mattia Stasolla. A layer stripping approach for EM reconstruction of stratified media. IEEE Transactions on Geoscience and Remote Sensing, 52:5855-5869, September 2014.
  11. Salvatore Caorsi and Mattia Stasolla. GPR data enhancement via multiple reflections' filtering. International Journal of RF and Microwave Computer-Aided Engineering, 23, July 2013.
  12. Salvatore Caorsi and Mattia Stasolla. Towards the detection of multiple reflections in time-domain EM inverse scattering of multi-layered media. Progress In Electromagnetics Research B, 38:351-365, January 2012.
  13. Paolo Gamba, Massimilano Aldrighi, and Mattia Stasolla. Robust extraction of urban area extents in HR and VHR SAR images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 4:27-34, April 2011.
  14. Paolo Gamba, Fabio Dell'Acqua, Mattia Stasolla, Giovanna Trianni, and Gianni Lisini. Limits and challenges of optical very-high-spatial-resolution satellite remote sensing for urban applications. In Urban Remote Sensing: Monitoring, Synthesis and Modeling in the Urban Environment, pages 35-48. Wiley, April 2011.
  15. Salvatore Caorsi and Mattia Stasolla. Electromagnetic infrastructure monitoring: The exploitation of GPR data and neural networks for multi-layered geometries. In 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pages 4717-4720, August 2010.
  16. Paolo Gamba, Massimilano Aldrighi, Mattia Stasolla, and Elena Sirtori. A detailed comparison between two fast approaches to urban extent extraction in VHR SAR images. In 2009 Joint Urban Remote Sensing Event, pages 1-6, 6 2009.
  17. Mattia Stasolla and Paolo Gamba. Fusion of SAR and optical data for urban extent extraction improvement. In 2009 International Geoscience and Remote Sensing Symposium (IGARSS), volume 3, pages III-330, August 2009.
  18. Mattia Stasolla and Paolo Gamba. Humanitarian aids using satellite technology. In Space Technologies for the Benefit of Human Society and Earth, pages 431-451. Springer, January 2009.
  19. Salvatore Caorsi and Stasolla M. ANN-based sub-surface monitoring technique exploiting electromagnetic features extracted by GPR signals. Advances in Geosciences, 19:3-9, November 2008.
  20. Mattia Stasolla and Paolo Gamba. Semi-automated extraction of human settlement extent in HR SAR images. In 2008 International Geoscience and Remote Sensing Symposium (IGARSS), volume 5, pages V-168, August 2008.
  21. Mattia Stasolla and Paolo Gamba. Spatial indexes for the extraction of formal and informal human settlements from high-resolution SAR images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 1:98-106, July 2008.
  22. Paolo Gamba, Fabio Dell'Acqua, Giovanna Trianni, and Mattia Stasolla. GIS and remote sensing for disaster assessment in urban areas. In 2007 Joint Urban Remote Sensing Event, pages 1-5, May 2007.
  23. Mattia Stasolla and Paolo Gamba. Exploiting spatial patterns for informal settlement detection in arid environments using optical spaceborne data. January 2007.
  24. Fabio Dell'Acqua, Mattia Stasolla, and Paolo Gamba. Unstructured human settlement mapping with SAR sensors. In 2006 International Geoscience and Remote Sensing Symposium (IGARSS), pages 3619-3622, September 2006.
  25. Mattia Stasolla and Paolo Gamba. Mapping informal settlements with a GUS land use legend. In 2006 International Geoscience and Remote Sensing Symposium (IGARSS), pages 3786-3789, September 2006.