DocumentCode :
2855728
Title :
Elastic registration of MRI scans using fast DCT
Author :
Eric, Touraille ; Jean-Yves, Boire
Author_Institution :
Fac. de Med., ERIM, France
Volume :
4
fYear :
2000
fDate :
2000
Firstpage :
2854
Abstract :
Analysis and comparison of functional SPECT brain scans from different subjects require a common space of study. For this purpose, an elastic matching between a MRI of reference and the MRI of the patient can be performed. A variant of a voxel-based method initially created in SPM software was implemented. A deformation map is defined as a linear combination of basis functions of the discrete cosine transform. The coefficients of this combination are the parameters of the transformation. They are optimized to minimize a cost function which represents the distance between the reference and the deformed volume. A multi-parameters and multi-resolutions scheme, combined with a conjugate gradient method, completes the optimization. A fast discrete cosine transform is used for efficient computations of the cost function and its gradient. This algorithm has been tested with 5 MRI volumes of 1283 voxels, elastically matched on a sixth MRI volume and the results show improvement upon simple nine parameters registration
Keywords :
biomedical MRI; brain; conjugate gradient methods; discrete cosine transforms; image matching; image registration; medical image processing; MRI scans; basis functions; conjugate gradient method; cost function; deformation map; elastic matching; elastic registration; fast DCT; linear combination; multiparameters scheme; multiresolutions scheme; nine parameters registration; voxel-based method; Alzheimer´s disease; Cost function; Discrete cosine transforms; Gradient methods; Image resolution; Magnetic resonance imaging; Optimization methods; Pathology; Scanning probe microscopy; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2000. Proceedings of the 22nd Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1094-687X
Print_ISBN :
0-7803-6465-1
Type :
conf
DOI :
10.1109/IEMBS.2000.901463
Filename :
901463
Link To Document :
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