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FDK算法中一种新的插值方法 被引量:2

A new interpolation method in the FDK algorithm
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摘要 针对在FDK算法的反投影过程中,各个体素在探测器上投影分布的特点,本文提出一种新的插值方法。该方法根据体素投影的特点,采用在重建过程中,根据其在不同扫描角度下在各个探测器单元上的投影所占面积的加权和作为反投影值。实际实验结果表明,在FDK算法中这个新的插值方法比传统的插值方法(如:最近邻插值,双线性插值)重建出来的图像边缘清晰,而且能更好地抑制噪声。 In the back-projection process of the FDK algorithm, every voxel's project distribution in the detector have itself characteristics, This paper presents a new interpolation method. The voxel projection based on the characteristics used in the reconstruction process, According to its different scanning angle detector modules in all the occupied area of the projection of the size as the voxel -projection. Actual experimental results show that the FDK algorithm of this new interpolation method give an better result in the reconstructed image's verge than the traditional interpolation methods (such as replication interpolation, bilinear interpolation) , and this new interpolation method can restrain noise effect.
作者 翟静 潘晋孝
出处 《中国体视学与图像分析》 2007年第3期221-225,共5页 Chinese Journal of Stereology and Image Analysis
基金 国家自然基金(No.60532080)
关键词 体素 插值 FDK算法 voxel interpolation FDK algorithm
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参考文献7

  • 1Parker J A,Kenyon R V,Troxe L D E.Comparison of interpolating methods for image resampling.IEEE Transaction on Medical Imaging.1983,2(1),31-390.
  • 2Jain A K.Fundaments of Digital Image Processing.Englewood Cliffs.NJ:Prentice-Hall,1989.
  • 3Chen T C,deFigueiredo R J P.Two-dimensional interpolation by generalized spline filters based on partial differential equation image models.IEEE Transaction on Acoustics,Speech,Signal Processing (ASSP).1985,33(3),31-642.
  • 4Hou H S,Andrews H C.Cubic splines for image interpolation and digital filtering.IEEE Transaction on Acoustics,Speech,Signal Processing (ASSP).1978,26(6),508-517.
  • 5G Keys R.Cubic convolution interpolation for digital image processing.IEEE Transaction on Acoustics,Speech,Signal Processing (ASSP).1981,29(6),1153-11600.
  • 6Unser M,Aldroubi A,Eden M.Fast b-spline transforms for continuous image representation and1991 interpolation.IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI),13(3),277-285.
  • 7孙怡,侯颖,胡家升,赵凤勇.体积CT投影数据的模拟方法[J].CT理论与应用研究(中英文),2005,14(1):1-6. 被引量:11

二级参考文献8

  • 1L.A.Feldkamp, L.C.Davis, J.W.Kress, Practical cone-beam algorithm [J]. J.Opt.Soc.Am.A, 1984, 1(6): 612~619.
  • 2Ge Wang, Tein-Hsiang Lin, Ping-chin Cheng, Douglas M.Shinozaki,A general cone-beam reconstruction algorithm [J]. IEEE Trans. on Medical Imaging, 1993, 12 (3): 486-496.
  • 3何斌 马天予.Visual C++ 数字图像处理(第2版)(附光盘的图像库)[M/CD].北京:人民邮电出版社[M].,2002..
  • 4Avinash C.Kak, Malcolm Slaney, Principles of Computerized Tomographic Imaging[M], New York:IEEE Press, 1988. 53~56.
  • 5S. Zhao, G. Wang, Feldkamp-type cone-beam tomography in the wavelet framework [J]. IEEE Trans. on Medical Imaging, 2000, 19 (9): 922-929.
  • 6D.D.Robertson, J.Yuan, G.Wang, M.W.Vannier, Total hip pros-thesis metal-artifact suppression using iterative deblurring reconstruction [J]. J.Comput. Assist.Tomogr., 1997, Vol. 21: 293-298.
  • 7P.H.Pretorius, W.Xia, M.A.King, B.M.W.Tsui, T.S.Pan, B.J.Villegas, Evaluation of right and left ventricular volume and ejection fraction using a mathematical cardiac torso phantom for gated pool SPECT [J]. J. Nucl. Med., 1997, Vol. 38: 1528-1534.
  • 8The Mathematical Cardiac Torso (MCAT) Phantom, Univ. North Carolina, Med. Imag. Res. Lab. (1998) http://www.bme.unc.edu/mirg/mcat/ [Online]

共引文献10

同被引文献24

  • 1邓甜,邓倩妮.锥束CT的FDK算法与CUDA实现[J].微型电脑应用,2011(6):46-50. 被引量:3
  • 2张晓帆,何明一.基于FDK法的三维CT快速计算方法[J].计算机工程与应用,2004,40(31):208-209. 被引量:6
  • 3GLICK S J,PENNEY B C,KING M A,et al.Noniterative compensation for the distance-dependent detector response and photon attenuation in SPECT imaging[J].IEEE Trans.Med.Imaging,1994,13:363-374.
  • 4VAN L ELMBT,WALRAND S.Simultaneous correction of attenuation and distance-dependent resolution in SPECT:an analytical approach[J].Phys.Med.Biol,1993,38:1207-1217.
  • 5NOVIKOV R.An inversion formula for the attenuated X-ray transformation[J].Comptes Rendus de I'Academie des Science (Series I-Mathematics),2001,332(12):1059-1063.
  • 6KUNYANSKY L.A new SPECT reconstruction algorithm based on the Novikov's exp licit inversion formula[J].Inverse Problems,2001;17:293-306.
  • 7LIU B,WEN J H,LI X,et al.Local SPECT reconstruction with non-uniform attenuation[J].2nd International Conference on Bioinformatics and Biomedical Engineering,ICBBE 2008:2586-2589.
  • 8WEN J H,LI T F,LIANG ZH R.An analytical inversion of the non-uniformly attenuated radon transform with variable focal length fan beam collimators[J].IEEE Transactions on nuclear science,2003,50:1541-1549.
  • 9LOUIS K,RIEDER A.Incomplete data problem in X-ray computerized tomography[J].Numer.Math.,1989,56:371-383.
  • 10RASHID-FARROKHI F,L K J R,BERENSTEIN A.Wavelet-based multi-resolution local tomography[J].IEEE Trans.Image Proces.,1997,6(10):1412-1430.

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