Gauss-Newton optimization in diffeomorphic registration

2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI

Volumn , Issue , 2008, Pages 1083-1086

  Hernandez, Monica ^a   Olmos, Salvador ^a  

^a UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

Diffeomorphic registration; Gauss Newton; Hilbert spaces; Optimization methods

Indexed keywords

GALLIUM; GRADIENT METHODS; NEWTON-RAPHSON METHOD;

DIFFEOMORPHIC REGISTRATION; GAUSS-NEWTON; HILBERT SPACES; INTERNATIONAL SYMPOSIUM; OPTIMIZATION METHODS;

OPTIMIZATION;

EID: 51049123813     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2008.4541188     Document Type: Conference Paper

References (8)

1. J. Modersitzki, "Numerical methods for image registration," Oxford University Press, New York, 2004.
2. M. F. Beg, M. I. Miller, A. Trouve, and L. Younes, "Computing large deformation metric mappings via geodesic flows of diffeomorphisms," Int. J. Comput. Vis., vol. 61 (2), pp. 139-157, 2005.
3. L. Younes, "Jacobi fields in groups of diffeomorphisms and applications," Quart. Appl. Math., vol. 65, pp. 113-134, 2007.
4. M. Hernandez, M. N. Bossa, and S. Olmos, "Registration of anatomical images using geodesic paths of diffeomorphisms parameterized with stationary vector fields," IEEE workshop on Math. Meth. in Biom. Image Anal. (MMBIA 07), 2007.
5. J. Ashburner, "A fast diffeomorphic image registration algorithm," Neuroimage, vol. 38(1), pp. 95-113, 2007.
6. W. H. Press, S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery, "Numerical recipes in C: the art of scientific computing," Cambridge University Press, Cambridge, 1992.
7. V. Arsigny, O. Commonwick, X. Pennec, and N. Ayache, "Statistics on diffeomorphisms in a Log-Euclidean framework," MICCAI 2006, LNCS, Springer-Verlag, Berlin, Germany, vol. 4190, pp. 924-931, 2006.
8. J. Nocedal and S. J. Wright, "Numerical optimization," Springer Verlag, New York, 1999.