Devis Tuia

EPFL ENAC IIE ECEO
EPFL Valais Wallis
Rue de l'Industrie 17
Case postale 440
CH-1951 Sion

Web site:  Web site:  https://www.epfl.ch/labs/eceo/

EPFL ENAC IIE ECEO
EPFL Valais Wallis
Rue de l'Industrie 17
Case postale 440
CH-1951 Sion

EPFL ENAC IIE ECEO
EPFL Valais Wallis
Rue de l'Industrie 17
Case postale 440
CH-1951 Sion

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Administrative data

Fields of expertise

- Earth Observation, remote sensing: from drones to satellites
- Machine learning, deep learning
- Image processing

Publications

Selected publications

Teaching & PhD

Teaching

Environmental Sciences and Engineering

PhD Programs

Doctoral Program in Civil and Environmental Engineering

Doctoral program in computer and communication sciences

Courses

Fundamentals of geomatics

Fundamental of geomatics for civil and environmental engineers. Introduction to acquisition, management and visualization of geodata. Learning and doing practical experiments: geodata acquisition, mapping.

Remote sensing

This course aims at exposing the students to the main concepts, instruments and techniques of environmental remote sensing. The interactions between waves and matter, different types of sensors and image-processing techniques are presented.

Sensing and spatial modeling for earth observation

In this course students get acquainted with the process of image (orthophoto and DEM) creation, as well as with methods for monitoring the Earth surface using remotely sensed data. Methods will span from machine learning to geostatistics and model the spatiotemporal variability of processes.

Image processing for Earth observation

This course covers optical remote sensing from satellites and airborne platforms. The different systems are presented. The students will acquire skills in image processing and machine/deep learning to extract end-products, such as land cover or risk maps, from the images.