Non-Rigid Image Registration with Spatial Structure Preservation

We propose a new non-rigid image registration method with spatial structure Preservation. We added two spatial constraints in the regularization term to maintain the spatial structure in iterations. We tested the proposed method's performance in remote sensing images and low-altitude aerial images, comparing it with three state-of-the-art methods. The results of the experiment show that our method shows the better performance in most cases.