DocumentCode
2718482
Title
Online orientation distribution function reconstruction in constant solid angle and its application to motion detection in HARDI
Author
Caruyer, Emmanuel ; Aganj, Iman ; Muetzel, Ryan L. ; Lenglet, Christophe ; Sapiro, Guillermo ; Deriche, Rachid
Author_Institution
Athena Project-Team, INRIA Sophia Antipolis - Mediterranee, Sophia Antipolis, France
fYear
2010
fDate
14-17 April 2010
Firstpage
812
Lastpage
815
Abstract
The diffusion orientation distribution function é can be reconstructed from q-ball imaging (QBI) to map the complex intravoxel structure of water diffusion. As acquisition time is particularly large for high angular resolution diffusion imaging (HARDI), fast estimation algorithms have recently been proposed, as an on-line feedback on the reconstruction accuracy. Thus the acquisition could be stopped or continued on demand. We adapt these real-time algorithms to the mathematically correct definition of ODF in constant solid angle (CSA), and develop a motion detection algorithm upon this reconstruction. Results of improved fiber crossing detection by CSA ODF are shown, and motion detection was implemented and tested in vivo.
Keywords
biodiffusion; biomedical MRI; image reconstruction; medical image processing; motion estimation; HARDI; constant solid angle; diffusion orientation distribution function; estimation algorithms; fiber crossing detection; high angular resolution diffusion imaging; intravoxel structure; motion detection; orientation distribution function reconstruction; q-ball imaging; water diffusion; Distribution functions; High-resolution imaging; Image reconstruction; Image resolution; In vivo; Jacobian matrices; Magnetic resonance imaging; Motion detection; Motion estimation; Solids; On-line model estimation; high angular resolution diffusion imaging (hardi); motion estimation; orientation distribution function (odf); q-ball imaging (qbi);
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
Conference_Location
Rotterdam
ISSN
1945-7928
Print_ISBN
978-1-4244-4125-9
Electronic_ISBN
1945-7928
Type
conf
DOI
10.1109/ISBI.2010.5490052
Filename
5490052
Link To Document