Positionnement dans le cursus
Semestre 5
Intersemestre
Semestre 6
 
 
 
Semestre 7
 
Intersemestre
Semestre 9
 
 
Intersemestre

Course group - TB1-TIMG

TB1 - INTRODUCTION TO IMAGE PROCESSING

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ECTS credits

2.5

Course Director(s):

  • GAVET Yann
  • General Description:

    In all major engineering applications (materials, processes, health, etc.), observation systems are increasingly used (X-rays, MRI, PET, optical microscopy, confocal, electronics, etc.). The images obtained contain information that must be processed. The purpose of image processing and analysis is to prepare the images and then extract measurements from them. The pedagogical objective of this GP is then to provide the fundamental knowledge (courses) and know-how (tutorial) in the acquisition, processing and analysis of digital images, without necessarily wishing to specialize in this field. The various tutorials will be carried out with Python. This 40-hour GP is made up of 50% courses and 50% tutorial.

    Links between course units:

    The courses give an overview of the basic tools of image processing. Each course is followed by a programming tutorial which illustrates one of the methods presented on a case in general from the industrial or research world.

    Orientations / Associations with other courses:

    This toolbox is used in fields requiring so-called "imaging" devices, as taught in the major fields of "biomedical engineering", "materials", "mechanics", "industrial and territorial environment" for example. It is also a first step in the creation of the "image" master.

    Key words:

    Image enhancement Image filtering Image restauration Image enhancement Image registration Image segmentation Human vision Description Characterization python programming scientific programming Image analysis Data science