The adaptive bases algorithm for intensity-based nonrigid image registration

IEEE Transactions on Medical Imaging

Volumn 22, Issue 11, 2003, Pages 1470-1479

  Rohde, Gustavo K ^a,b   Aldroubi, Akram ^c   Dawant, Benoit M ^c  

^a EUNICE KENNEDY SHRIVER NATIONAL INSTITUTE OF CHILD HEALTH AND HUMAN DEVELOPMENT   (United States)

^b UNIVERSITY OF MARYLAND   (United States)

^c VANDERBILT UNIVERSITY   (United States)

Author keywords

Adaptive bases algorithm; Mutual information; Nonrigid image registration

Indexed keywords

ADAPTIVE ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; IMAGE ANALYSIS; IMAGE QUALITY; MAGNETIC RESONANCE IMAGING; OPTIMIZATION;

ADAPTIVE BASES ALGORITHM; INTENSITY-BASED NONRIGID IMAGE REGISTRATION; MUTUAL INFORMATION;

MEDICAL IMAGING;

ALGORITHM; ARTICLE; BRAIN; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; FEEDBACK SYSTEM; HISTOLOGY; HUMAN; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; METHODOLOGY; MOTION; NUCLEAR MAGNETIC RESONANCE IMAGING; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING; VALIDATION STUDY;

ALGORITHMS; BRAIN; FEEDBACK; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; MOTION; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE;

EID: 0344033872     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2003.819299     Document Type: Article

References (26)

1. J. B. Antoine Maintz and M. A. Viergever, "A survey of medical image registration," Med. Image Anal., vol. 2, no. 1, pp. 1-36, 1998.
2. D. L. Collins, P. Neelin, T. M. Peters, and A. C. Evans, "Automatic 3D intersubject registration of MR volumetric data in standardized talairach space," J. Comput. Assist. Tomogr., vol. 18, no. 2, pp. 192-205, 1994.
3. R. Bajcsy and S. Kovacic, "Multiresolution elastic matching," Comput. Vis., Graphics, Image Processing, vol. 46, pp. 1-21, 1989.
4. J. C. Gee, M. Reivich, and R. Bajcsy, "Elastically deforming 3D atlas to match anatomical brain images," J. Comput. Assist. Tomogr., vol. 17, no. 2, pp. 225-236, 1993.
5. G. E. Christensen, M. I. Miller, and M. Vannier, "3D brain mapping using a deformable neuroanatomy," Phys. Med. Biol., vol. 39, pp. 609-618, 1994.
6. M. Bro-Nielsen and C. Gramkow, "Fast fluid registration of medical images," in Proc. Visualization in Biomedical Computing, K. H. Hohne and R. Kikinis, Eds., Hamburg, Germany, 1995, pp. 267-276.
7. J.-P. Thirion, "Image matching as a diffusion process: An analogy with Maxwell's demons," Med. Image Anal., vol. 2, no. 3, pp. 243-260, 1998.
8. F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, and P. Suetens, "Multimodality image registration by maximization of mutual information," IEEE Trans Med Imag., vol. 16, pp. 187-98, Apr. 1997.
9. W. M. Wells III, P. Viola, H. Atsumi, S. Nakajima, and R. Kikinis, "Multi-modal volume registration by maximization of mutual information," Med. Image Anal., vol. 1, no. 1, pp. 35-51, 1996.
10. C. R. Meyer, J. L. Boes, B. Kim, P. Bland, K. R. Zasadny, P. V. Kison, K. Koral, K. A. Frey, and R. L. Wahl, "Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin plate spline warped geometric deformations," Med. Image Anal., vol. 3, pp. 195-206, 1997.
11. D. Rueckert, L. I. Sonoda, C. Hayes, D. L. G. Hill, M. O. Leach, and D. J. Hawkes, "Nonrigid registration using free-form deformations: Application to breast MR images," IEEE Trans. Med. Imag., vol. 18, pp. 712-721, Aug. 1999.
12. C. Studholme, R. T. Constable, and J. Duncan, "Accurate alignment of functional EPI data to anatomical MRI using a physics-based distortion model," IEEE Trans. Med. Imag., vol. 19, pp. 1115-1127, Nov. 2000.
13. C. Studholme, V. A. Cardenas, and M. W. Weimer, "Multiscale image and multiscale deformation of brain anatomy for building average brain atlases," Proc. SPIE (Medical Imaging 2001: Image Processing), vol. 4322, pp. 557-568.
14. J. Kybic, P. Thévenaz, A. Nirkko, and M. Unser, "Unwarping of unidirectionally distorted EPI images," IEEE Trans. Med. Imag., vol. 19, pp. 80-93, Feb. 2000.
15. T. Rohlfing, C. R. Maurer Jr, W. G. O'Dell, M. C. Schell, and J. Zhong, "Modeling liver motion and deformation during the respiratory cycle using intensity-based free-form registration of gated MR images," Proc. SPIE (Medical Imaging 2001: Image Processing), vol. 4319, pp. 337-348.
16. C. Studholme, D. L. G. Hill, and D. J. Hawkes, "An overlap invariant entropy measure of 3D medical image alignment," Pattern Recogn., vol. 32, no. 1, pp. 71-86, 1999.
17. R. Schaback, "Creating surfaces from scattered data using radial basis functions," in Mathematical Models for Curves and Surfaces. Nashville, TN: Vanderbilt Univ. Press, 1995, pp. 447-496.
18. M. J. D. Powel, "The theory of radial basis functions in 1990," in Advances in Numerical Analysis II: Wavelets, Subdivision, and Radial Basis Functions, W. Light, Ed. Oxford, U.K.: Oxford Univ. Press, 1992, pp. 105-120.
19. C. A. Micchelli, "Interpolation of scattered data: Distance matrices and conditionally positive definite functions," Constr. Approx., vol. 2, pp. 11-22, 1986.
20. J. Schnabel et al., "A generic framework for nonrigid registration based on nonuniform multi-level free form deformation," in Lecture Notes in Computer Science, W. J. Niessen and M. A. Viergerver, Eds. Berlin, Germany: Springer-Verlag, 2001, vol. 2208, Proceedings of MICCAI 2001, pp. 573-581.
21. T. Rohlfing and C. Maurer, "Intensity-based nonrigid registration using adaptive multilevel free-form deformation with an incompressibility constraint," in Lecture Notes in Computer Science, W. J. Niessen and M. A. Viergerver, Eds. Berlin, Germany: Springer-Verlag, 2001, vol. 2208, Proceedings of MICCAI 2001, pp. 111-119.
22. A. P. Zijdenbos, B. M. Dawant, and R. Margolin, "Morphometric analysis of white matter lesions in MR images: Method and validation," IEEE Trans. Med. Imag., vol. 13, pp. 716-724, Aug. 1994.
23. G. K. Rohde, "The Adaptive grid registration algorithm: A new spline modeling approach for automatic intensity-based nonrigid registration," masters thesis, Vanderbilt Univ, Nashville, TN, 2001.
24. T. Dinsenbacher, G. K. Rohde, G. Hardin, A. Aldroubi, and B. M. Dawant, "Multiscale nonrigid data registration using adaptive basis functions," in SPIE-Wavelet Applications in Signal and Image Processing VIII, vol. 4119, 2000, pp. 1076-1083.
25. G. K. Rohde, A. Aldroubi, and B. M. Dawant, "Adaptive free-form deformation for inter-patient medical image registration," Proc. SPIE (Medical Imaging 2001: Image Processing), vol. 4322, pp. 1578-1587.
26. P. Hellier, C. Barillot, E. Memin, and P. Perez, "Hierarchical estimation of a dense deformation field for 3-D robust registration," IEEE Trans. Med. Imag., vol. 20, pp. 388-402, May 2000.