SC19Machine vision

Level: Basic/Advanced
Audience:

Engineers from enterprises or administrations wishing to master the analyse and the design of machine vision systems

Language of the training: French
Maximum capacity: 12
Price: 2560 € -
Duration: 6 days - 42 h
Objectives
  • Have an overview of the design of a machine vision system
  • Know the key parameters associated to this design
  • Discover the building blocks of a machine vision systems
  • Be able to specify, design and evaluate machine vision systems
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Machine vision
Addressed topics

Applications of machine vision

Photometry, colorimetry, lighting

Optics

Cameras

Softwares and image processing

Design and dimensionning of a machine vision system

The program

Photometry, colorimetry, lighting

  • Human vision
  • Photometry basics
  • Surface properties
  • Colorimetry

Geometrical and instrumental optics, cameras

  • Image formation
  • Different types of objectives / classical optical systems
  • Instrumental optics
  • Aberrations
  • MTF
  • Ray optics
  • Cameras: main types of cameras, key parameters, interfaces

Image processing and softwares

  • Preprocessing tools
  • Edge detection tools
  • Shape recognition tools
  • Identification and verification tools
  • Other tools: calibration...
  • 3D Reconstruction / super-resolution

Design, dimensionning

  • Requirements specification
  • Material choice: lighting, optics, camera
  • Software choice: processing tools
  • Case study: matrix (2D) and linear (1D) vision

Labworks

  • Photometry
  • Lighting
  • Bitelecentric optics
  • 3D/super-résolution
Methodology

Lectures and exercices
Interactive experimental demonstrations
Labworks

Next session: date to be defined


  • June 11, 2019 to June 13, 2019 and June 19, 2019 to June 21, 2019 SC19 | Machine vision Palaiseau
Pedagogical manager(s):
  • Julien Villemejane - Professor at Institut d'Optique

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