Multi-modal and multi-vendor retina image registration

Multi-modal Image Registration

Multi-Modal Image Registration and Atlas Formation

Multi-modal Image Registration for Correlative Microscopy

Correlative microscopy is a methodology combining the functionality of light microscopy with the high resolution of electron microscopy and other microscopy technologies. Image registration for correlative microscopy is quite challenging because it is a multi-modal, multi-scale and multi-dimensional registration problem. In this report, I introduce two methods of image registration for correlat...

Multi-Modal Registration for Image-Guided Therapy

The real-time monitoring of non-stationary targets for image guided therapy is critical for accuracy in determining the relative locations of organs. Currently, methods for obtaining real-time monitoring using image guidance involve expensive intra-operative equipment, ionizing radiation, or are limited to surface imaging of areas accessible through videoendoscopic tools. Of all imaging modalit...

Manifold Learning for Multi-Modal Image Registration

The standard approach to multi-modal registration is to apply sophisticated similarity metrics such as mutual information. The disadvantage of these measures, in contrast to simple L1 or L2 norm, is the increased computational complexity and consequently the prolongation of the registration time. An alternative approach, which has so far not yet gained much attention in the literature, is to fi...