v2.6.4 (3795)

Enseignement ATHENS - TP01 : Image Processing (Télécom Paris - Palaiseau)

Domaine > Image-Données-Signal.

Descriptif

Ce cours n'est pas ouvert aux élèves inscrits en IMA201

The objective of this course is to provide students with an introduction to digital image processing techniques and applications, from fundamental, algorithmic and practical points of view.

In addition to a series of lectures, practical works sessions are organized to guide the students towards a better understanding of the theoretical concepts and the implementation of the various image processing methods on real-case images. During the week, a team project will also give the students the opportunity to discuss, practice and develop their skills in the image processing domain. Practical works and project will be done in computer rooms with PC workstations using Python with jupyter notebooks.

Theoretical lectures represent about half of the course, the other half being reserved to the practical works and team project.

Programme to be followed:

The lectures will cover the following topics:
- linear filtering,

- radiometry, colorimetry

- Bayesian analysis

- restoration and patch-based methods
- segmentation,
- mathematical morphology,
- applications in medical imaging, introduction to computer graphics.

Course exam:

The last afternoon is dedicated to evaluations (presentation of the project, questions on the courses) and concluding discussions.

30 heures en présentiel

Diplôme(s) concerné(s)

Pour les étudiants du diplôme Echange international non diplomant

Basic knowledge in signal processing, applied mathematics, and probability. Basic knowledge of Python or Matlab.

Format des notes

Numérique sur 20

Littérale/grade réduit

Pour les étudiants du diplôme Echange international non diplomant

L'UE est acquise si Note finale >= 10
  • Crédits ECTS acquis : 3 ECTS

La note obtenue rentre dans le calcul de votre GPA.

Pour les étudiants du diplôme Diplôme d'ingénieur

L'UE est acquise si Note finale >= 10
  • Crédits ECTS acquis : 3 ECTS
  • Crédit d'UE électives acquis : 3

La note obtenue rentre dans le calcul de votre GPA.

Veuillez patienter