MI-based robust image registration using a novel histogram estimation scheme

2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008

Volumn , Issue , 2008, Pages 2557-2560

  Sun, Shaoyan ^a   Guo, Chonghui ^b   Zhang, Liwei ^b   Chen, Lei ^c  

^a LUDONG UNIVERSITY   (China)

^b DALIAN UNIVERSITY OF TECHNOLOGY   (China)

^c SHANDONG INSTITUTE OF BUSINESS AND TECHNOLOGY   (China)

Author keywords

Image registration; Joint histogram estimation; Multiresolution; Mutual information; Powell optimization

Indexed keywords

BIOCOMMUNICATIONS; BIOINFORMATICS; BIOMEDICAL ENGINEERING; INTERPOLATION;

JOINT HISTOGRAM ESTIMATION; MI REGISTRATION; MULTIRESOLUTION; MUTUAL INFORMATION; POWELL OPTIMIZATION;

IMAGE REGISTRATION;

EID: 50949132846     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBBE.2008.973     Document Type: Conference Paper

References (13)

1. J. B. A. Maintz and M. A. Viergever, A survey of medical image registration, Med. Image. Anal. 2(1): 1-36, 1998.
2. J. P. W. Pluim, J. B. A. Maintz and M. A. Viergever, Mutual-information- based registration of medical images: a survey, IEEE Trans. Med. Imaging. 22 (8): 986-1004, 2003.
3. P. Thevenaz and M. Unser, Optimization of mutual information for multiresolution image registration, IEEE Trans. Image. Process. 9 (12): 2083-2089, 2003.
4. J. P. W. Pluim, J. B. A. Maintz and M. A. Viergever, Image registration by maximization of combined mutual information and gradient information, IEEE Trans. Med. Imaging. 19 (8): 1-6, 2000.
5. D. Rueckert, M. J. Clarkson, D. L. G. Hill and D. J. Hawkes, Non-rigid registration using higher-order mutual information, in: Proc. SPIE, Medial Imaging: Image Processing, vol. 3979: 438-447, 2000.
6. M. P. Wachowik, R. Smolikova, Y. Zheng, J. M. Zurada and A. S. Elmaghraby, An approach to multimodal biomedical image registration utilizing swarm optimization, IEEE Trans. Evolut. Comput. 8 (3): 289-301, 2004.
7. P. Viola and W. M. Wells III, Alignment by maximization of mutual information, in:Proc. 5th Int. Conf. Computer Vision, vol. 5: 16-23, 1995.
8. A. Collignon, F. Maes, D. Delaere, D. Vandermeulen, P. Suetens and G. Machal, Automated multi-modality image registration based on information theory, in: Proc. Information Processing in Medical Imaging, 1995.
9. F. Maes, A. Collignon, D. Vandermeulen, G. Marchal and P. Suetens, Multimodality image registration by maximization of mutual information, IEEE Trans. Med. Imaging. 6 (12): 187-198, 1997.
10. F. Maes, D. Vandermeulen and P. Suetens, Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information, Med. Image. Anal. 3(4): 373-386, 1999.
11. W. H. Press, B. P. Flannery, S. A. Teukolsky and W. T. Vetterling, Numerical recipes in C. Cambridge, U.K.: Cambridge Univ. Press, 1992.
12. D. L. Collins, A. P. Zijdenbos, V. Kollokian, J. G. Sled, N. J. Kabani, C. J. Holmes and A. C. Evans, Design and construction of a realistic digital brain phantom, IEEE Trans. Med. Imaging. 17: 463-468, 1998.
13. Vanderbilt University, Nashville, TN. Retrospective Image Registration Evaluation (RIRE). Available online at: http://www.vuse.vanderbilt.edu/image/ registration/