The task is straight-forward: implement a deformable image registration algorithm using the “Modality-Independent Neighborhood Descriptor” (http://mpheinrich.de/pub/MEDIA_mycopy.pdf) in pure python/numpy. Matlab reference implementation exists.
What you should know:
– Python & Numpy
– Image processing basics
What you should deliver:
– An efficient and maintainable implementation (preferably with GPU support): should work on large images and integrate in an existing image processing framework
– Evaluation: with multispectral images
– Written report
What you gain:
– a deep understanding of area-based image registration by implementing an algorithm from scratch
– 9 ECTS!