DE

Modul

Mathematical Methods in Signal and Image Processing [M-MATH-102897]

Credits
8
Recurrence
Unregelmäßig
Duration
1 Semester
Language
Level
4
Version
1

Responsible

Organisation

  • KIT-Fakultät für Mathematik

Part of

Bricks

Identifier Name LP
T-MATH-105862 Mathematical Methods in Signal and Image Processing 8

Competence Certificate

Success is assessed in the form of an oral examination lasting approx. 30 minutes.

Competence Goal

Graduates know the essential mathematical tools of signal and image processing and their properties. They are able to apply these tools appropriately and to scrutinize and evaluate the results obtained.

Prerequisites

none

Content

  • Digital and analog systems
  • Integral Fourier transform
  • Sampling and resolution
  • Discrete and fast Fourier transform
  • Non-uniform sampling
  • Anisotropic diffusion filters
  • Variational methods 

Recommendation

The course "Functional analysis" is recommended.

Workload

Total workload: 240 hours

Attendance: 90 hours

  • lectures, problem classes, and examination 

Self-studies: 150 hours

  • follow-up and deepening of the course content,
  • work on problem sheets,
  • literature study and internet research relating to the course content,
  • preparation for the module examination