146310 VU Advanced Methods in Biomedical Image Analysis
winter semester 2024/2025 | Last update: 02.09.2024 | Place course on memo listStudents
- are familar with models and principles of image processing
- know selected classes of methods for segmentation and registration of images and their properties. They are able to assess application ranges for the individual classes of methods
- know essential mathematical background and aspects of numerical realisation of the methods discussed
- are, on this basis, able to implement image processing algorithms, to understand and modify existing implementations
Modelling and simulation of form and structure changes, registration methods (point- and intensity-based), model-based segmentation, analysis and classification; applications in diagnostics and therapy, especially in surgery, radiation therapy and pathology;
Continuous assessment (based on regular written and/or oral contribution by participants).
2 written exams 60 min each
one written exam can be substituted by exercise performance (59% of marks from homework assignments)
one written exam can be substituted with an oral exam upon appointment
J.M. Fitzpatrick, M. Sonka: Handbook of Medical Imaging. Vol. 2 Medical
Image Processing and Analysis. SPIE, Bellingham, 2009
A. Ardeshir Goshtasby: Image Registration. Principles, Tools and
Methods. Springer, London, 2012
weitere Bücher, Artikel aus Zeitschriften und Konferenzen nach
Bekanntgabe in der Vorlesung