3D Non-Rigid Registration for Abdominal PET-CT and MR Images Using Mutual Information and Independent Component Analysis |
Lee, Hakjae
(Department of Bio-convergence Engineering, Korea University)
Chun, Jaehee (Department of Bio-convergence Engineering, Korea University) Lee, Kisung (Department of Bio-convergence Engineering, Korea University) Kim, Kyeong Min (Molecular Imaging Research Center Korea Institute of Radiological & Medical Sciences) |
1 | Medha V Wyawahare el al. "Image Registration Techniques: An overview," IJSIP, Vol. 2, No. 3, pp. 11-28, Sep. 2009. |
2 | Ramachandran Prabhakar el al., "An insight into PET-CT based radiotherapy treatment planning," Cancer Therapy, Vol. 5, pp. 519-524, 2007. |
3 | Raj Shekhar et al., "Automated 3-dimensional elastic registration of whole-body PET and CT from separate or combined scanners," Journal of Nuclear Medicine , Vol. 46, No. 9, pp. 1488-1496, Sep. 2005. |
4 | N Charnley et al., "The use of CT-MR image registration to define target volumes in pelvic radiotherapy in the presence of bilateral hip replacements," British Journal of Radiology, Vol. 78, No. 931, pp. 634-636, 2005. DOI ScienceOn |
5 | J. Kang et al., "A small animal PET based on GAPDs and charge signal transmission approach for hybrid PET-MR imaging," Journal of Instrumentation, Vol. 6, No. 8, pp. P08012, Aug. 2011. DOI |
6 | Jan Kybic and M Unser, "Fast parametric elastic image registration," IEEE Transaction on Image Processing, Vol. 12, Issue. 11, pp. 1427-1442, Nov.2003. DOI ScienceOn |
7 | Senthil Periaswamy and Hany Farid, "Medical image registration with partial data," Medical Image Analysis, Vol. 10. No. 3, pp. 452-464. 2006. DOI ScienceOn |
8 | Rafael C Gonzalez and Richard E Woods, "Digital Image Processing. 3rd Edition," Pearson Prentice Hall, pp. 142-165, 2010. |
9 | Josien P W Pluim et al., "Mutual information based registration of medical images: a survey," IEEE Trans Med Imaging 2003, Vol. 22, No. 8, pp. 986-1004, 2003. DOI ScienceOn |
10 | C E Shannon, "A Mathematical Theory of Communication," Bell System Technical Journal, Vol. 27, No. 4, pp. 623-656, Oct. 1948. DOI |
11 | M Bhattacharya and A Das, "Multi Resolution Medical Image Registration Using Maximization of Mutual Information & Optimization by Genetic Algorithm," IEEE Nuclear Science Symposium, Vol. 4, pp. 2961-2964, Oct. 26 2007-Nov. 3 2007. |
12 | Shun'ichi Kanekoa et al., "Using selective correlation coefficient for robust image registration," Pattern Recognition, Vol. 36, Issue. 5, pp. 1165-1173, May. 2003. DOI ScienceOn |
13 | James Kennedy and Russell Eberhart, "Particle swarm optimization," Proc. of the IEEE Int. Conf. on Neural Networks, Vol. 4, pp. 1942-1948, Nov. 27 1995-Dec. 1 1995. |
14 | Russell Eberhart, "Micro Machine and Human Science, A new optimizer using p swarm theory," Proc. of the Sixth Int. Sym. on Micro Machine and Human Sci., pp. 39-43, Oct. 04 1995-Oct. 06 1995. |
15 | Petra A van den Elsen et al., "Medical image matching-a review with classification," IEEE Engineering in Medicine and Biology, Vol. 12, Issue. 1, pp. 26-39, Mar. 1993. |
16 | Thomas M. Lehmann et al., "Survey: Interpolation methods in medical image processing," IEEE Transactions on Medical Imaging, Vol. 18, Issue. 11, Nov. 1999. |
17 | D Rueckert et al., "Nonrigid registration using freeform deformations: application to breast MR Images," IEEE Transactions on Medical Imaging, Vol. 18, No.8, pp. 712-721, Aug. 1999. DOI ScienceOn |
18 | Derek L G Hill et al., "Medical image registration," Physics in Medicine and Biology, Vol. 46, No. 3, pp. R1-R45, 2001. DOI ScienceOn |
19 | Aapo Hyvarinen and E Oja, "Independent component analysis: algorithms and applications," Neural Networks, Vol. 13, Issue. 4-5, pp. 411-430, Jun. 2000. DOI ScienceOn |
20 | Aapo Hyvarinen et al., "Fast and Robust Fixed-Point Algorithms for Independent Component Analysis," IEEE Trans. on Neural Networks, Vol. 10, No. 3, pp.626-634, May. 1999. DOI ScienceOn |
21 | W P Segars et al., "Realistic CT simulation using the 4D XCAT phantom," Med. Phys., Vol. 35, Issue. 8, pp. 3800, 2008. DOI ScienceOn |
22 | Chui et al., "A new point matching algorithm for non-rigid registration," Computer Vision and Image Understanding, Vol. 89, No. 2-3, pp. 114-141, 2003. DOI ScienceOn |
23 | Cachier et al., "3D non-rigid registration by gradient descent on a Gaussian-windowed similarity measure using convolutions," Proc. of IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, pp. 182-189, Jun. 11 2000-Jun. 12 2000. |
24 | Hakjae Lee, "A study on medical image registration between PET-CT and PET-MR," MA thesis, KOREA University, Seoul, Korea, Dec. 2009. |