Volume 12, Number 20, November 2022

Towards a Smart Multi-Modal Image Registration Process

  Authors

Marwa Chaabane^{1, 2}, Bruno Koller² and Ismael Bouassida Rodriguez³, ¹University of Kiel, Germany, ²Scanco Medical AG, Switzerland, ³ReDCAD Laboratory, ENIS, University of Sfax, Tunisia

  Abstract

The multi-modal image registration is a complex task in the medical domain. This task requires usually several manual interventions by the user/expert of the domain to adjust the image registration parameters properly to the characteristics of the processed image data. For this aim, the user needs to extract the relevant information from the image data and their metainformation. In this paper, we propose a novel architecture for a smart fully automatic multimodal registration process. This architecture is based on a MAPE-K loop inspired by the architecture of autonomous systems.

  Keywords

Image registration, multi-modal image data, MAPE-K loop, medical domain.