Antoine Masse PhD

Researcher in image processing applied to Remote Sensing, from acquisition to visualization

Professional experience

2016- now
Researcher (postoctoral funding, CNES)
French Spatial Agency, Centre National d'Etudes Spatiales (CNES), Toulouse, France


2014-2016
Researcher (postoctoral funding, ANR)
French Mapping Agency, Institut National de l'Information Géographique et Forestière (IGN), Paris, France


Teaching assistant
Ecole Nationale des Sciences Géographiques (ENSG), Champs-sur-Marne, France


2010-2013
Research assitant (phd student)
French Spatial Agency, Centre d'Etudes Spatiales de la Biosphère (CESBio), Toulouse, France
Institut de Recherche en Informatique de Toulouse (IRIT), Toulouse, France


Teaching assitant
Institut National Polytechnique de Toulouse (INPT, ENSEEIHT), Toulouse, France


Teaching assitant
Université de Toulouse (UPS), Toulouse, France


2010
Master traineeship
French Spatial Agency, Centre National d'Etudes Spatiales (CNES), Toulouse, France


Publications

Complete Bibtex collection from 2010 to 2016: BibTeX entry

Journal articles

  • Medjani, Fethi, Belkacem Aissani, Sofiane Labar, Mohamed Djidel, Danielle Ducrot, Antoine Masse, and C. Mei-Ling Hamilton. “Identifying Saline Wetlands in an Arid Desert Climate Using Landsat Remote Sensing Imagery. Application on Ouargla Basin, Southeastern Algeria.” Arabian Journal of Geosciences 10, no. 7 (2017): 176. doi:10.1007/s12517-017-2956-6..
  • Masse, Antoine, and Sidonie Christophe. “Améliorer La Perception Du Réalisme Dans La Géovisualisation Du Littoral.” Rev. Int. Geomat. 26, no. 4 (2016): 403–24. doi:10.3166/rig.2016.00008.
  • Gasmi, Anis, Cécile Gomez, Hédi Zouari, Antoine Masse, and Danielle Ducrot. 2016. “PCA and SVM as Geo-Computational Methods for Geological Mapping in the Southern of Tunisia, Using ASTER Remote Sensing Data Set.” Arabian Journal of Geosciences 9 (20): 753. doi:10.1007/s12517-016-2791-1.
  • Gasmi, Anis, Hédi Zouari, Antoine Masse, and Danielle Ducrot. 2015. “Potential of the Support Vector Machine (SVMs) for Clay and Calcium Carbonate Content Classification from Hyperspectral Remote Sensing.” International Journal of Innovation and Applied Studies 13 (3): 497–506. Journal.
  • Masse, Antoine, and Sidonie Christophe. 2015. “Homogeneous Geovisualization of Coastal Areas from Heterogeneous Spatio-Temporal Data.” ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XL-3/W3: 509–516. doi:10.5194/isprsarchives-XL-3-W3-509-2015.
  • Gasmi, Anis, Cécile Gomez, Hedi Zouari, Antoine Masse, and Danielle Ducrot. 2014. “Using Vis-NIR Hyperspectral HYPERION Data for Bare Soil Properties Mapping over Mediterranean Area: Plain of the Oued Milyan, Tunisia.” European Academic Research 2 (9): 11721–39.
  • Sheeren, David, Antoine Masse, Fanny Collard, Stéphane May, Danielle Ducrot, and Mathieu Fauvel. 2012. “Remote sensing of the forest and tree network in agricultural landscapes. Evaluation of the potentials of very high resolution multi-angular imagery.” Revue Internationale de Géomatique / International Journal of Geomatics and Spatial Analysis 22 (4): 539–563. doi:10.3166/rig.22.539-563.

Conference papers

  • Masse, Antoine, and Sidonie Christophe. 2016. “Geovisualisation of Animated Tides in Coastal Area with an OpenSource OpenGL Platform.” In Agile 2016 Workshop “Code Loves Maps: Cartographically Oriented Programming Environments.” Helsinki, Finland. Online paper
  • Christophe, Sidonie, Bertrand Duménieu, Jérémie Turbet, Charlotte Hoarau, Nicolas Mellado, Jérémie Ory, Hugo Loi, et al. 2016. “Map Style Formalization: Rendering Techniques Extension for Cartography.” In Expressive 2016 The Joint Symposium on Computational Aesthetics and Sketch-Based Interfaces and Modeling and Non-Photorealistic Animation and Rendering, edited by Pierre Bénard and Holger Winnemöller. Non-Photorealistic Animation and Rendering. Lisbonne, Portugal: The Eurographics Association. doi:10.2312/exp.20161064.
  • Masse, Antoine, and Sidonie Christophe. 2015. “Visualisation Homogène Du Littoral À Partir de Données Géographiques Hétérogènes Spatio-Temporelles.” In Actes de La 11ème Conférence Internationale Annuelle Spatial Analysis and GEOmatics, SAGEO 2015, Hammamet, Tunisia, November 23th, 2015, edited by Hajer Baazaoui Zghal, Christophe Claramunt, and Mohamed Ramzi Haddad, 1535:150–163. CEUR Workshop Proceedings. Aachen: CEUR-WS.org. Online paper.
  • Ducrot, Danielle, Jean-François Dejoux, Mohamed Kadiri, Antoine Masse, and Thomas Houet. 2014. “Natural Vegetation Land Cover Method in Mountain Context and Wide Area with Multitemporal Satellite Images.” In 5th Workshop of the EARSeL Special Interest Group on Land Use and Land Cover-Frontiers in Earth Observation for Land System Science. Berlin, Germany.
  • Ducrot, Danielle, Antoine Masse, and Abir Ncibi. 2012. “Hedgerow Detection in HRS and VHRS Images from Different Source (Optical, Radar).” In 2012 IEEE International Geoscience and Remote Sensing Symposium, 6348–51. doi:10.1109/IGARSS.2012.6352712.
  • Masse, Antoine, Danielle Ducrot, and Philippe Marthon. 2012. “Evaluation of Supervised Classification by Class and Classification Characteristics.” In Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Vol. 8390. Toulouse, France: SPIE. doi:10.1117/12.919163.
  • Masse, Antoine, Danielle Ducrot, and Philippe Marthon. 2011. “Tools for Multitemporal Analysis and Classification of Multisource Satellite Imagery.” In 2011 6th International Workshop on the Analysis of Multi-Temporal Remote Sensing Images (Multi-Temp), 209–12. Trento, Italy: IEEE. doi:10.1109/Multi-Temp.2011.6005085.
  • Ducrot, Danielle, Antoine Masse, Eric Ceschia, Claire Marais-Sicre, and Daniel Krystof. 2010. “A Methodology for the Detection of Land Cover Changes: Application to the Toulouse Southwestern Region.” In Image and Signal Processing for Remote Sensing XVI. Vol. 7830. SPIE. doi:10.1117/12.865102.
  • Ducrot, Danielle, Antoine Masse, Claire Marais-Sicre, Jean-François Dejoux, and Frederic Baup. 2010. “Multisensor and Multitemporal Image Fusion Methods to Improve Remote Sensing Image Classification.” In Recent Advances in Quantitative Remote Sensing, edited by J A Sobrino, 1–6. Valencia, Spain.

Thesis

  • Masse, Antoine. 2013. “Development and automation of classification methods from remote sensing image time series- Application to land use changes and carbon footprint estimation.” Toulouse, France: Université Paul Sabatier.

Master thesis

  • Masse, Antoine. 2010. “Développement méthodologique pour la haute répétitivité et la haute résolution (Venµs)". Université Paul Sabatier, Toulouse, France.

Presentations (international)

  • Masse, Antoine. 2015. “Homogeneous Geovisualization of Coastal Areas from Heterogeneous Spatio-Temporal Data.” ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XL-3/W3: 509–516. doi:10.5194/isprsarchives-XL-3-W3-509-2015.
  • Masse, Antoine. 2013. “Supervised Classification on Large Area with Temporal/spectral Statistical Database of Radiometric Values, Sentinel-2 Preparation Program.” presented at the Multitemp’13, Banff, Canada, June 27. Conference website.
  • Masse, Antoine. 2012. “Hyper Temporal Dataset Selection of Multisource Remote Sensing Images for Classification Improvement.” presented at the Earsel 1st Workshop on Temporal Analysis of Satellite Images, Mykonos, Greece, May 24. Conference website.
  • Masse, Antoine. 2012. “Estimation of Carbon Emission and Storage with RS Image Classification from Land Use/Cover Change (LUCC) Application to Southwest Region of Toulouse.” presented at the Sentinel 2 symposium, Frascati, Italy, March 14.
  • Masse, Antoine. 2012. “Hedge Detection (Green Belt Networks Grenelle 2): Analysis and Comparison from Different Source (Optical, Radar), High and VHR Images, and High Repeatability.” presented at the Pleiades days 2012, Toulouse, France, January 17.
  • Masse, Antoine. 2012. “A Methodology for Crop Rotation and Land Cover Changes – Application to the Toulouse Southwestern Region (2006 ‐ 2009).” presented at the Pleiades days 2012, Toulouse, France, January 17.

Education

2013
Phd, Université de Toulouse (UPS)
Université de Toulouse (UPS), Toulouse, France


2010
Master 2 Mathematics (Statistics and Image Processing)
Major de promotion
Université de Toulouse (UPS), Toulouse, France


2009
Master 1 Mathematics (Statistics)
Université de Toulouse (UPS), Toulouse, France


2008
Licence Fundamental Mathematics
Université de Toulouse (UPS), Toulouse, France


2007
DEUG Mathematics and Mechanic
Université de Toulouse (UPS), Toulouse, France


2006
1st year Licence Mathematics and Computing Science
Université Paul Cézanne, Marseille


2005
Baccalauréat (Mathematics)
Albi, France

Activities

Projects

ANR MapStyle
2012-2016


CASDAR
Tel-IAE
2013-2015


ANR ModeRespyr
2011-2015


FLUXPYR Project
2009-2012

Review

Teaching

Mathematics
Operational Research, ENSEEIHT, 2nd year
Stochastic algorithms, ENSEEIHT, 2nd year
Vision, Université d'Agadir (Maroc), Master Recherche
Statictics applied to biology, UPS, Licence-2nd year


GIS
GIS with ArcGIS, UPS, Master-1st year
_____________, ENSG, 2nd year and training
GIS with MapInfo, UPS, Licence-3rd year


Remote Sensing
Remote sensing, UPS, Master-2nd year


Schools
INP ENSEEIHT
ENSG
Université de Toulouse (UPS)
Université d'Agadir

Supervising

Media

About Me

Contact

Feel free to email me at antoine dot masse at cnes dot fr