Mathieu Fauvel

Dear Colleagues,

Forests are one of the major ecosystems of the earth, supporting a wide diversity of plants and animals and a significant number of services to humankind. At the same time, trees outside forests (TOF) including rural forestry, agroforestry and urban trees also contribute to the …

Hi,

This week I was at Grenoble to give a course on Data Science for Geoscience with my colleagues:

• Pierre Tandeo,
• Ronan Fablet,
• Florent Chatelain,
• and the famous President of the GRSS, Mauro Dalla Mura :)

This was the first attempt, and 22 PhD students attended the course …

Dear Colleagues,

With the recent launch of several satellites with various modalities and resolutions, the huge amount of Earth observation remote sensing data has to be dealt with. For the same geographical area, satellite image time series, very high spatial resolution images, or hyperspectral images, are now …

Hello everyone,

One journal publication has been accepted in Remote Sensing since the last post.

Nice work on Grasslands analysis done by M. Lopes. Open access can be found here: http …

On [2017-06-07 Wed] I attended the OTB days 2017. I have presented what it is done actually at ENSAT during the remote sensing courses.

Then next days, I followed a short introduction with Manuel Grizonnet about “Developer session: Develop in C++ with OTB: Learn how to code …

Last week ([2017-04-25 Tue]–[2017-04-28 Fri]) I was in Algiers for the First Algerian Geoscience and Remote Sensing Spring School to give lectures on hyperspectral image processing.

I received a very warm welcome from the organizing team and from the audience.

For that occasion, I have build …

Hi,

Mauro Dalla Mura and I gave a tutorial, entitled Image analysis of hyperspectral data using mathematical morphology at Whispers 2014. It is now online: https://zenodo.org/record/437195#.WNihz7NalSJ

Dalla Mura, Mauro, & Fauvel, Mathieu. (2014, June). Image analysis of hyperspectral data using mathematical morphology. Zenodo …

Hi,

Our work on Nonparametric regression on contaminated functional predictor with application to hyperspectral data as been accepted in Econometrics and Statistics.

See http://www.sciencedirect.com/science/article/pii/S2452306217300138 for an online version. The R codes used for the simulation are available on the web …

Hello,

Two new publications have been accepted recently:

1. Machine Learning Methods for the Inversion of Hyperspectral Images: It has been finally accepted, a quite old job but with some interesting results. The pdf is available here.
2. Large-scale feature selection with Gaussian mixture models for the classification of …

Today I was elevated as senior member of the IEEE. Well, it is a good news for me. Many thank to Prof. Jocelyn Chanussot, Prof. Antonio Plaza and Prof. Paolo Gamba for supporting my application.