An image processing component (IPC) and related method for image registration of at least two sets of image objects. The image objects may be previously derived from a segmentation of imagery of biological material. Based on features of the image objects, an initial global transformation is computed. Using this initial global transformation and its inverse, one or more cross-links between sets of image objects across image objects in the two sets are established. A plurality of locally adapted transformations are then computed for cross-linked objects from the two sets. A combiner (Σ) then combines the locally adapted transformations t\ into a new registration transform TNEW.