Phase based volume registration using cuda

Anders Eklund, Mats Andersson, Hans Knutsson
2010 2010 IEEE International Conference on Acoustics, Speech and Signal Processing  
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
more » ... on 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.
doi:10.1109/icassp.2010.5495134 dblp:conf/icassp/EklundAK10 fatcat:szn6p237rvcpllcwd3lba5te4q