DocumentCode :
2791741
Title :
Phase based volume registration using cuda
Author :
Eklund, Anders ; Andersson, Mats ; Knutsson, Hans
Author_Institution :
Dept. of Biomed. Eng., Linkoping Univ., Linkoping, Sweden
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
658
Lastpage :
661
Abstract :
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.
Keywords :
biomedical MRI; computer graphic equipment; coprocessors; image registration; medical image processing; parallel architectures; CPU; CUDA; GPU; MRI; compute unified device architecture; graphic cards; medical imaging; phase based volume registration; Biomedical imaging; Central Processing Unit; Computer architecture; Concurrent computing; Filters; Graphics; Image edge detection; Image registration; Kernel; Parallel processing; CUDA; GPU; Image registration; local phase;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5495134
Filename :
5495134
Link To Document :
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