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Module guide

Module MA5030-KP05

Image Registration (BildreKP05)

Duration:


1 Semester
Turnus of offer:


every second winter semester
Credit points:


5
Course of studies, specific field and terms:
  • Master CLS 2023 (optional subject), mathematics, 1st or 3rd semester
  • Master CLS 2023 (compulsory), mathematics, 1st or 3rd semester
  • Bachelor CLS 2016 (optional subject), mathematics, 5th semester
  • Master CLS 2016 (optional subject), mathematics, 1st or 3rd semester
Classes and lectures:
  • Image Registration (exercise, 1 SWS)
  • Image Registration (lecture, 2 SWS)
Workload:
  • 30 Hours work on project
  • 65 Hours private studies and exercises
  • 45 Hours in-classroom work
  • 10 Hours exam preparation
Contents of teaching:
  • Introduction and basic principles
  • Interpolation
  • Deformation models
  • Landmark-based registration
  • Parametric registration
  • Non-parametric registration and regularization strategies
Qualification-goals/Competencies:
  • Students know the fundamental concepts of image registration.
  • They are able to translate concrete problems into adequate models.
  • They have experience with parametric registration and can determine optimal parameters.
  • They understand nonparametric image registration.
  • Interdisciplinary qualifications:
  • Students have advanced skills in modeling.
  • They can translate theoretical concepts into practical solutions.
  • They are experienced in implementation.
  • They can think abstractly about practical problems.
Grading through:
  • Written or oral exam as announced by the examiner
Requires:
Responsible for this module:
Teachers:
Literature:
  • Goshtasby: 2D and 3D Image Registration - Wiley
  • Modersitzki: Numerical Methods for Image Registration - Oxford University Press
  • Modersitzki: FAIR: Flexible Algorithms for Image Registration - SIAM
  • Rohr: Landmark-Based Image Analysis - Kluwer
Language:
  • German and English skills required
Notes:

Prerequisites for attending the module:
- None (Familiarity with the topics of the required modules is assumed, but the modules are not a formal prerequisite for attending the course).

Prerequisites for the exam:
- Preliminary examinations can be determined at the beginning of the semester. If preliminary work has been defined, it must have been completed and positively assessed before the first examination.

Examination:
- MA5030-L1: Image Registration, written examination (90min) or oral examination (30min) as decided by examiner, 100% of final mark

Letzte Änderung:
14.12.2021