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基于互信息和小波分解的混合优化医学图像配准 被引量：1

Medical Image Registration-Based on Methodologies of Mutual Information,Wavelet Decomposition,and Hybrid Optimization
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摘要 提出一种新的基于互信息和小波分析的混合优化配准算法,在最低分辨率下用模拟退火算法进行全局优化,在高分辨率下采用Powell算法进行优化.结果显示:该方法用于医学图像配准,并与已有的传统方法进行分析比较,具有良好的全局优化性能和时间性能. In this paper, a new method based on mutual information, wavelet decomposition, and hybrid optimization is proposed for medical image registration. Two kinds of optimization were performed. One is global optimization using simulate anneal algorithm under the lower resolution rate and the other is to employ the Poweli algorithm under higher resolution rate. Results show that a new method is suitable to medical image registration and has a good global optimization and runtime performance.
作者 张见威 韩国强 张艳青 张见东
机构地区 华南理工大学计算机科学与工程学院 大庆市第四医院神经内科
出处 《海南大学学报（自然科学版）》 CAS 2006年第4期406-411,共6页 Natural Science Journal of Hainan University
基金 国家自然科学基金(60573019) 广东省自然科学基金(05103541 31340)
关键词 互信息 小波分解 混合优化 医学图像配准 mutual information wavelet decomposition hybrid optimization medical image registration
分类号 TP391 [自动化与计算机技术—计算机应用技术]
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参考文献15

  • 1ROCHE G M, AYACHE N, PENNEC X. Multimodal image registration by maximization of the correlation ratio[R]. Technical Report 3378, INRIA, August ,1998.
  • 2COLLIGNON A, MAES F, VANDERMEULEN D, et al. Automated mulrimodality image registration using informarion theory[C]. Proc. of the Information Processing in Medical Imaging Conference, Dordrecht, June, 1995 :263 - 274.
  • 3KIM J, FESSLER J A. Intensity-based image registration using robust correlation coefficients [ J ]. IEEE Transactions on Medical Imaging, 2004, 23 ( 11 ) : 1430 - 1444.
  • 4PELIZZARI A, CHEN G T Y, SPELBRING D R, et al. Accurate three-dimensional registration of CT, PET,and/or MR images of the brain [J]. Journal of Computer Assisted Tomography, 1989, 13 ( 1 ) :20 - 26.
  • 5MAURER R, ABOUTANOS J G B, DAWANT B M, et al. Registration of 3D images using weighted geometrical features[J]. IEEE Transaction on Medical Imaging, 1996, 15(6) : 836 -849.
  • 6HSU L Y, LOEW M H. Fully automatic 3D feature-based registration of multi-medality medical images[J]. Image and Vision Computing, 2001,19 (1 -2) :75 -85.
  • 7ANDERSSON J L, SUNDIN A, VALIND S. A method for coregistration of PET and MR brain images[J]. Journal of Nuclear Medicine, 1995,36(7) :1307 -1315 .
  • 8BORGEFORS G. Hierarchical chamfer matching: A parametric edge matching algorithm [ J ]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1988, 10 (6) : 849 - 865.
  • 9吴锋,钱宗才,杭洽时,石明国,马东.基于互信息和模拟退火算法的多模式医学图像配准[J].第四军医大学学报,2002,23(1):76-78. 被引量：6
  • 10冯林,严亮,黄德根,贺明峰,滕弘飞.PSO和Powell混合算法在医学图像配准中的应用研究[J].北京生物医学工程,2005,24(1):8-12. 被引量：13

二级参考文献22

  • 1唐焕文 秦学志.实用最优化方法(第2版)[M].大连理工大学出版社,2001.144.
  • 2Daubechies I. Ten Lecture on Wavelets [ M ] . Philadelphia:Society for Industrial and Applied Mathematics, 1992.
  • 3MaUat S G. A theory for multiresolution signal decomposition:The wavelet representation [ J ] . IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989, 11(7): 674--693.
  • 4Gans D. Transformations and Geometries [ M ] . New York:Appleton-Century-Crofts, 1969.
  • 5Arnar Mitiche, Aggarwal J K. Contour registration by shapespecific points for shape matching [ J ] . Computer Vision,Graphics, and Image Processing, 1983, 22(3): 396--408.
  • 6Li H, Manjunath B S. A contour-based approach to multisensor image registration[ J ]. IEEE Transactions on Image Processing,1995, 4(3): 320--334.
  • 7Van den PA, Evert Jan D Pol, Viergever MA. Medical image matching. a review with classification. Proc IEEE Engineering in Medicine and Biology, 1993. 26.?A?A?A?A
  • 8Holden M, Denton DJG, et al. Voxel similarity measure for 3-D serial MR brain image registration. Proc IEEE Transactions on Medical Imaging, 2000, 19 (2): 94 - 102.
  • 9Maes F, Collignon A, Vandermeulen D, et al. Multimodality image registration by maximization of mutual information. Proc IEEE Transactions on Medical Imaging, 1997, 16 (2): 187- 198.
  • 10Ritter N, and Eikelboom RH. Registration of stereo and temporal images of the retina. IEEE Trans on Medical Imaging, 1999, 18(5): 404-418.

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海南大学学报（自然科学版）
2006年 第4期

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