2023-2024 / GERE0030-1

Image analysis

Duration

9h Th, 9h Pr

Number of credits

 Master in environmental bioengineering (120 ECTS)2 crédits 

Lecturer

Vincent Leemans

Language(s) of instruction

English language

Organisation and examination

Teaching in the first semester, review in January

Schedule

Schedule online

Units courses prerequisite and corequisite

Prerequisite or corequisite units are presented within each program

Learning unit contents

Images are part of the working environment of the Bio-engineers.  The lecture addres the notions usually linked to image analysis :


  • General notion of photonic, human perception and colour
  • Image acquisition, light sources, notion of optic, sensors and image recording
  • Image processing, linear and non linear filtration, bondaries detection, segmentation, pattern matching, the transforms, the texture
  • Image analysis, blob characterisation (colour, shape, texture), global parameters, peak detection, object analysis, notions of grammar and classification
  • Notions of 3D vision

Learning outcomes of the learning unit

The objective of the course is to familiarize students of Master in Sciences and Environmental Technologies with technologies they will be led to encounter in their professional life or during research.
At the end of the course, the student should be able to:

  • Choose the component of an acquisition system
  • Choose and implement the relevant algorithm considering a given goal
  • Select colour, shape and texture features
  • Perform pattern recognition with dedicated software
 

Prerequisite knowledge and skills

Physics, Informatics, Metrology, Statistics

Planned learning activities and teaching methods

Lectures (12h) and practical work (12h)

Mode of delivery (face to face, distance learning, hybrid learning)

Face-to-face

Recommended or required readings

Lecture notes and slides will be made available to students on e-campus.  The notes are written with a black impression in mind. 

Exam(s) in session

Any session

- In-person

oral exam

Written work / report


Additional information:

The oral examination is about the content of the report.  The asked question could be to clarfification about the facts mentionned in the report or to test the understanding of the techniques by the student

Work placement(s)

Organisational remarks and main changes to the course

Contacts

Association of one or more MOOCs