Multi-modal image registration based on gradient orientations of minimal uncertainty

IEEE Transactions on Medical Imaging

Volumn 31, Issue 12, 2012, Pages 2343-2354

  De Nigris, Dante ^a   Collins, D Louis ^b   Arbel, Tal ^a  

^a MCGILL UNIVERSITY   (Canada)

^b MCGILL UNIVERSITY   (Canada)

Author keywords

Magnetic resonance imaging (MRI); multi modal; multi scale; neurosurgery; registration; ultrasound

Indexed keywords

BRAIN MAGNETIC RESONANCE IMAGES; COMPUTATIONALLY EFFICIENT; GRADIENT ORIENTATIONS; HIGH GRADIENT; IMAGE GRADIENTS; IMAGE-GUIDED NEUROSURGERY; INTRA-OPERATIVE; MISREGISTRATION; MOVING IMAGE; MULTI-MODAL; MULTIMODAL IMAGE REGISTRATION; MULTIMODAL REGISTRATION; MULTISCALE TECHNIQUE; MULTISCALES; MUTUAL INFORMATIONS; PIXEL INTENSITIES; RE-COMPUTING; REGISTRATION; RESAMPLING; STANDARD METHOD; SUBMILLIMETERS; ULTRASOUND IMAGES;

ALIGNMENT; IMAGE REGISTRATION; MAGNETIC RESONANCE IMAGING; NEUROSURGERY; ULTRASONICS;

ULTRASONIC APPLICATIONS;

ALGORITHM; ARTICLE; BRAIN; BRAIN TUMOR; COMPUTER ASSISTED SURGERY; ECHOGRAPHY; FACTUAL DATABASE; GLIOMA; HISTOLOGY; HUMAN; IMAGE PROCESSING; METHODOLOGY; NEUROSURGERY; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PHYSIOLOGY;

ALGORITHMS; BRAIN; BRAIN NEOPLASMS; DATABASES, FACTUAL; GLIOMA; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; NEUROSURGICAL PROCEDURES; SURGERY, COMPUTER-ASSISTED; ULTRASONOGRAPHY;

EID: 84870523404     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2012.2218116     Document Type: Article

References (22)

1. T. Arbel, X. Morandi, R. Comeau, and D. L. Collins, "Automatic nonlinear MRI-ultrasound registration for the correction of intra-operative brain deformations, " in Proc. MICCAI, 2001, pp. 913-922. (Pubitemid 33352498)
2. W. Wein, S. Brunke, A. Khamene, M. R. Callstrom, and N. Navab, "Automatic ct-ultrasound registration for diagnostic imaging and im-ageguided intervention, " Med. Image Anal., vol. 12, no. 5, pp. 577-585, 2008.
3. S. Ji, Z. Wu, A. Hartov, D. W. Roberts, and K. D. Paulsen, "Mutual-information-based image to patient re-registration using intraoperative ultrasound in image-guided neurosurgery, " Med. Phys., vol. 35, no. 10, pp. 4612-4624, Oct. 2008.
4. A. Roche, X. Pennec, G. Malandain, and N. Ayache, "Rigid registration of 3-D ultrasound with MR images: A new approach combining intensity and gradient information, " IEEE Trans. Med. Imag., vol. 20, no. 10, pp. 1038-1049, Oct. 2001. (Pubitemid 33777721)
5. W. Zhang, J. Noble, and J. Brady, N. Karssemeijer and B. Lelieveldt, Eds., "Adaptive non-rigid registration of real time 3-D ultrasound to cardiovascular MR images, " in Information Processing in Medical Imaging, ser. Lecture Notes in Computer Science. Heidelberg, Germany: Springer, 2007, vol. 4584, pp. 50-61.
6. S. Milko, E. Melvr, E. Samset, and T. Kadir, "Evaluation of bivariate correlation ratio similarity metric for rigid registration of US/MR images of the liver, " Int. J. Comput. Assist. Radiol. Surg., vol. 4, pp. 147-155, 2009.
7. E. Haber and J. Modersitzki, H.-P. Meinzer, H. Handels, A. Horsch, T. Tolxdorff, and W. Brauer, Eds., "Beyond mutual information: A simple and robust alternative, " in Bildverarbeitung fr die Medizin 2005, ser. Informatik aktuell. Berlin: Springer-Verlag, 2005, pp. 350-354.
8. B. Karaçali, "Information theoretic deformable registration using local image information, " Int. J. Comput. Vis., vol. 72, pp. 219-237, 2007. (Pubitemid 46094750)
9. D. D. Nigris, L. Mercier, R. D. Maestro, D. L. Collins, and T. Arbel, "Hierarchical multimodal image registration based on adaptive local mutual information, " in Proc. MICCAI, 2010, vol. 6362, pp. 643-651.
10. J. Pluim, J. Maintz, and M. Viergever, "Image registration by maximization of combined mutual information and gradient information, " IEEE Trans. Med. Imag., vol. 19, no. 8, pp. 809-814, Aug. 2000. (Pubitemid 32031207)
11. M. Heinrich, J. Schnabel, F. Gleeson, F. Brady, and M. Jenkinson, "Non-rigid multimodal medical image registration using optical flow and gradient orientation, " Proc. Med. Image Understand. Anal., pp. 141-145, Jul. 2010.
12. J. Pluim, J. Maintz, and M. Viergever, "Image registration by maximization of combined mutual information and gradient information, " in Proc. MICCAI 2000, 2000, vol. 1935, pp. 103-129.
13. M. Mellor and M. Brady, "Non-rigid multimodal image registration using local phase, " in Proc. MICCAI 2004, 2004, vol. 3216, pp. 789-796. (Pubitemid 40787452)
14. R.-S. Kwan, A. Evans, and G. Pike, "MRI simulation-based evaluation of image-processing and classification methods, " IEEE Trans. Med. Imag., vol. 18, no. 11, pp. 1085-1097, Nov. 1999. (Pubitemid 30557282)
15. Y. Cao, M. Miller, R. Winslow, and L. Younes, "Large deformation dif-feomorphic metric mapping of vector fields, " IEEE Trans. Med. Imag., vol. 24, no. 9, pp. 1216-1230, Sep. 2005. (Pubitemid 41337161)
16. S. Klein, M. Staring, K. Murphy, M. Viergever, and J. Pluim, "Elastix: A toolbox for intensity-based medical image registration, " IEEE Trans. Med. Imag., vol. 29, no. 1, pp. 196-205, Jan. 2010.
17. N. Hansen and A. Ostermeier, "Completely derandomized self-adaptation in evolution strategies, " Evol. Comput., vol. 9, pp. 159-195, Jun. 2001.
18. J. B. West, J. M. Fitzpatrick, M. Y. Wang, B. M. Dawant, C. R. Maurer, Jr., R. M. Kessler, R. J. Maciunas, C. Barillot, D. Lemoine, A. M. F. Collignon, F. Maes, P. Suetens, D. Vandermeulen, P. A. van den Elsen, P. F. Hemler, S. Napel, T. S. Sumanaweera, B. A. Harkness, D. L. Hill, C. Studholme, G. Malandain, X. Pennec, M. E. Noz, G. Q. Maguire, Jr., M. Pollack, C. A. Pelizzari, R. A. Robb, D. P. Hanson, and R. P. Woods, "Comparison and evaluation of retrospective intermodality image registration techniques, " Proc. SPIE Med. Imag. 1996: Image Process., vol. 2710, no. 1, pp. 332-347, 1996. (Pubitemid 34981546)
19. H. Chang and J. Fitzpatrick, "A technique for accurate magnetic resonance imaging in the presence of field inhomogeneities, " IEEE Trans. Med. Imag., vol. 11, no. 3, pp. 319-329, Sep. 1992. (Pubitemid 23573826)
20. M. Freiman, M. Werman, and L. Joskowicz, "A curvelet-based pa-tientspecific prior for accurate multi-modal brain image rigid registration, " Med. Image Anal., vol. 15, no. 1, pp. 125-132, 2011.
21. A. Collignon, F. Maes, D. Delaere, D. Vandermeulen, P. Suetens, and G. Marchal, Automated Multi-Modality Image Registration Based on Information Theory. Norwell, MA: Kluwer, 1995, vol. 14, pp. 263-274, no. 6.
22. H. Chen and P. K. Varshney, "Mutual information-based CT-MR brain image registration using generalized partial volume joint histogram estimation, " IEEE Trans. Med. Imag., vol. 22, no. 9, pp. 1111-1119, Sep. 2003.