Module MA5030-KP05
Image Registration (BildreKP05)
Duration
1 Semester
Turnus of offer
every second winter semester
Credit points
5
Course of studies, specific fields and terms:
- Master CLS 2023, optional subject, mathematics
- Master CLS 2023, compulsory, mathematics
- Bachelor CLS 2016, optional subject, mathematics
- Master CLS 2016, optional subject, mathematics
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
Responsible for this module:
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:
- Examination prerequisites can be determined at the beginning of the semester. If preliminary work is defined, it must have been completed and positively assessed before the first examination.
Examination:
- MA5030-L1: Image Registration, written examination (90 min) or oral examination (30 min) as decided by examiner, 100 % of final mark
Last Updated:
22.02.2022