A kernel-based graphical model for diffusion tensor registration

2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings

Volumn , Issue , 2010, Pages 524-527

  Sotiras, A ^a,b   Neji, R ^a,b,c   Deux, J F ^d   Komodakis, N ^e   Fleury, G ^c   Paragios, N ^a,b  

^a ECOLE CENTRALE PARIS   (France)

^b INRIA SACLAY   (France)

^c SUPELEC   (France)

^d HENRI MONDOR HOSPITAL   (France)

^e UNIVERSITY OF CRETE   (Greece)

Author keywords

Diffusion tensor imaging; Discrete optimization; Kernels; Markov random fields; Spatial normalization

Indexed keywords

DIFFUSION; GRAPHIC METHODS; IMAGE SEGMENTATION; LINEAR PROGRAMMING; MAGNETIC RESONANCE IMAGING; MARKOV PROCESSES; RANDOM VARIABLES; TENSORS;

DEFORMATION FIELD; DIFFUSION TENSOR; DISCRETE OPTIMIZATION; KERNELS; MARKOV RANDOM FIELDS; PROBABILISTIC FRAMEWORK; REPRODUCING KERNEL HILBERT SPACES; SPATIAL NORMALIZATION;

DIFFUSION TENSOR IMAGING;

EID: 77955181670     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2010.5490295     Document Type: Conference Paper

References (12)

1. D. C. Alexander, C. Pierpaoli, P. J. Basser, and J. C. Gee, "Spatial transformations of diffusion tensor magnetic resonance images," TMI, 2001.
2. J. Yang, D. Shen, C. Davatzikos, and R. Verma, "Diffusion tensor image registration using tensor geometry and orientation features," in MICCAI, 2008.
3. M. O. Irfanoglu, R. Machiraju, S. Sammet, C. Pierpaoli, and M. V. Knopp, "Automatic deformable diffusion tensor registration for fiber population analysis," in MICCAI, 2008.
4. P-T. Yap, G. Wu, H. Zhu, W. Lin, and D. Shen, "Timer: Tensor image morphing for elastic registration," Neuroimage, 2009.
5. M-C. Chiang, A. D. Leow, A. D. Klunder, R. A. Dutton, M. Barysheva, S. E. Rose, K. McMahon, G. I. de Zubicaray, A. W. Toga, and P. M. Thompson, "Fluid registration of diffusion tensor images using information theory," TMI, 2008.
6. B. Yeo, T. Vercauteren, P. Fillard, X. Pennec, P. Golland, N. Ayache, and O. Clatz, "DTI registration with exact finitestrain differential," in ISBI, 2008.
7. H. Zhang, P. A. Yushkevich, D. C. Alexander, and J. C. Gee, "Deformable registration of diffusion tensor MR images with explicit orientation optimization," MedIA, 2006.
8. B. Glocker, N. Komodakis, G. Tziritas, N. Navab, and N. Paragios, "Dense image registration through MRFs and efficient linear programming," MedIA, 2008.
9. N. Komodakis, G. Tziritas, and N. Paragios, "Performance vs computational efficiency for optimizing single and dynamic MRFs: Setting the state of the art with primal-dual strategies," CVIU, 2008.
10. R. Neji, A. Besbes, N. Komodakis, J-F. Deux, M. M., A. Rahmouni, G. Bassez, G. Fleury, and N. Paragios, "Clustering of the human skeletal muscle fibers using linear programming and angular hilbertian metrics," in IPMI, 2009.
11. T. Jebara, R. Kondor, and A. Howard, "Probability product kernels," JMLR, 2004.
12. A. Yershova and S. M. LaValle, "Deterministic sampling methods for spheres and SO(3)," in ICRA, 2004.