Semi-automatic acquisition and labelling of image data using SOMs (2008)
Gunther Heidemann, Axel Saalbach, Helge Ritter
Abstract. Application of neural networks for real world object recognition suffers from the need to acquire large quantities of labelled image data. We propose a solution that acquires images from a...
Representing object manifolds by parametrized SOMs (2008)
Axel Saalbach, Gunther Heidemann, Helge Ritter
The recognition and pose estimation of threedimensional objects is a challenging task that requires suitable object representations. In this paper, we propose the “Parametrized Self-Organizing Map...
Image fusion for dynamic contrast enhanced magnetic resonance imaging (2004)
Twellmann, Thorsten, Saalbach, Axel, Gerstung, Olaf, Leach, Martin O, Nattkemper, Tim W
Abstract Background Multivariate imaging techniques such as dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) have been shown to provide valuable information for medical diagnosis. Even...
Image fusion for dynamic contrast enhanced magnetic resonance imaging
Twellmann, Thorsten, Saalbach, Axel, Gerstung, Olaf, Leach, Martin O, Nattkemper, Tim W