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Informatique et Mathématiques appliquées
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> Formation > Cursus ingénieur

Advanced imaging - 5MM2526G

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  • Number of hours

    • Lectures : 18.0
    • Tutorials : -
    • Laboratory works : -
    • Projects : -
    • Internship : -
    • Written tests : -
    ECTS : 1.5
  • Officials : Sylvain MEIGNEN

Goals

The objective of this course is to tackle different areas of image processing such as: image restoration, edge detection, segmentation, and compression trying to put forward the versatility of some tools like partial differential equations for various purposes.

Content

In this course, we will more precisely tackle the following aspects of image processing:

  • Image restoration (Wiener filter (discrete, continuous), algebric formulation of filtering, nonlinear filtering with wavelets)
  • Edge dectection (Canny's algorithm, active contour method)
  • Nonlinear filtering and image segmentation (Heat Equation, Anisotropic diffusion)
  • Multiresolution aspect of Image Processing (Compression)

Prerequisites

First year course on mathematical analysis, differential calculus

Tests

The understanding of this course will be assessed through a written examination at the end of the semester.

Note Finale: Examen final sur 20 (examen écrit)

Si session 2: Note finale: Note session 2 (examen écrit)

The exam is given in english only FR

Calendar

The course exists in the following branches:

  • Curriculum - Math. Modelling, Image & Simulation - Semester 9 (this course is given in english only EN)
  • Curriculum - Math. Modelling, Image & Simulation - Semester 9 (this course is given in english only EN)
  • Curriculum - Math. Modelling, Image & Simulation - Semester 9 (this course is given in english only EN)
see the course schedule for 2020-2021

Additional Information

Course ID : 5MM2526G
Course language(s): FR

The course is attached to the following structures:

You can find this course among all other courses.

Bibliography

Analyse d'images: Filtrage et Segmentation, J-P. Coquerez et S. Philipp, Masson

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Date of update July 11, 2018

Université Grenoble Alpes