Phase Based Volume Registration Using CUDA
Department of Biomedical Engineering, Center for Medical Image Science and Visualization (CMIV), Linkoping University, Sweden
IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), 2010
@conference{eklund2010phase,
title={Phase based volume registration using CUDA},
author={Eklund, A. and Andersson, M. and Knutsson, H.},
booktitle={Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on},
pages={658–661},
issn={1520-6149},
year={2010},
organization={IEEE}
}
We present a method for fast phase based registration of volume data for medical applications. As the number of different modalities within medical imaging increases, it becomes more and more important with registration that works for a mixture of modalities. For these applications the phase based registration approach has proven to be superior. Today there seem to be two kinds of groups that work with medical image registration, one that works with refining of the registration algorithms and one that works with implementation of more simple algorithms on graphic cards for speeding up the algorithms. We put the work from these groups together and get the best from both worlds. We achieve a speedup of 10-30 compared to our CPU implementation, which makes fast phase based registration possible for large medical volumes.
March 5, 2011 by hgpu
