MICRO-511 / 3 credits

Teacher(s): Unser Michaël, Van De Ville Dimitri Nestor Alice

Language: English


Summary

Introduction to the basic techniques of image processing. Introduction to the development of image-processing software and to prototyping in JAVA. Application to real-world examples in industrial vision and biomedical imaging.

Content

Learning Prerequisites

Required courses

Signals and Systems I & II (or equivalent)

Important concepts to start the course

1-D signal processing: convolution, Fourier transform, z-transform 

Learning Outcomes

By the end of the course, the student must be able to:

  • Exploit the multidimensional Fourier transform
  • Select appropriately Hilbert spaces and inner-products
  • Optimize 2-D sampling to avoid aliasing
  • Formalize convolution and optical systems
  • Design digital filters in 2-D
  • Analyze multidimensional linear shift-invariant systems
  • Apply image-analysis techniques
  • Construct image-processing software
  • Elaborate morphological filters

Transversal skills

  • Use a work methodology appropriate to the task.
  • Manage priorities.
  • Use both general and domain specific IT resources and tools

In the programs

  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Semester: Fall
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks
  • Exam form: Written (winter session)
  • Subject examined: Image processing I
  • Lecture: 3 Hour(s) per week x 14 weeks

Reference week

 MoTuWeThFr
8-9     
9-10     
10-11   CO4
CO2
CO5
CO6
 
11-12    
12-13    
13-14     
14-15     
15-16     
16-17     
17-18     
18-19     
19-20     
20-21     
21-22     

Thursday, 10h - 13h: Lecture CO4
CO2
CO5
CO6