Fiches de cours 2017-2018

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Image processing for Earth observation

ENV-540

Enseignant(s) :

de Morsier Frank Grégoire Jean

Langue:

English

Summary

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 learning to extract end-products, such as land cover or risk maps, from the images.

Content

Courses content:

  1. Basic concepts of remote sensing and digital imaging
  2. Platforms and sensors
  3. Information extraction
  4. Image classification
  5. Multitemporal processing and change detection

Project:

Keywords

Imagery, remote sensing, image processing, signal processing, machine learning, satellites

Learning Outcomes

By the end of the course, the student must be able to:

Transversal skills

Teaching methods

Lessons ex-cathédra (2/3)

Exercise sessions and group project (1/3)

Assessment methods

 

remark: the balance between mid-term and project has changed since previous years.

Resources

Bibliography

Ressources en bibliothèque?



Websites

Dans les plans d'études

Semaine de référence

 LuMaMeJeVe
8-9  GCB330
GCD0383
  
9-10    
10-11  GCB330
GCD0383
  
11-12     
12-13     
13-14     
14-15     
15-16     
16-17     
17-18     
18-19     
19-20     
20-21     
21-22     
 
      Cours
      Exercice, TP
      Projet, autre

légende

  • Semestre d'automne
  • Session d'hiver
  • Semestre de printemps
  • Session d'été
  • Cours en français
  • Cours en anglais
  • Cours en allemand