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医学可视化中利用形状特征设计传递函数 被引量:6

Transfer Function Design Using Shape Features in Medical Visualization
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摘要 传递函数设计是医学可视化中一种困难却行之有效的方法.传递函数能高亮显示人体内的重要部位,为医生诊断疾病带来便捷.通过对目前传递函数设计方法中研究较少的形状特征进行研究,提出了基于形状特征的传递函数,利用三维不变矩、分形特征、线状特征等多种形状特征突出显示用户感兴趣的具有相同形状的结构.最后用一些医学数据集进行测试,证明了文中方法的高效性和便捷性. In medical visualization,transfer function design is an efficient means to emphasize the interested tissues and organs while suppressing other regions.It is challenging,however,to get an appropriate transfer function for characterizing arbitrary shapes.This paper introduces a shape-based transfer function design scheme that highlights similarly shaped structures using pre-determined shape features such as 3D moment invariants,fractal features and linear features.We verified our approach on several medical datasets to show its efficiency and convenience.
作者 彭艺 陈莉
出处 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2011年第1期78-84,共7页 Journal of Computer-Aided Design & Computer Graphics
基金 国家"八六三"高技术研究发展计划(2010AA186002 2007AA040401) 国家自然科学基金(60773143 91015008) 中日国际合作项目(51021140004)
关键词 形状 分割 传递函数 体绘制 可视化 shape segmentation transfer function volume rendering visualization
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参考文献20

  • 1Lundstrom C, Ljung P, Ynnerman A. Local histograms for design of transfer functions in direct volume rendering [J]. IEEE Transactions on Visualization and Computer Graphics, 2006, 12(6):1570-1579.
  • 2Yang L, Albregsten F, Taxt T. Fast computation of three-dimensional moments using a discrete divergence theorem and a generalization to higher dimensions [J]. Graphical Models and Image Processing, 1997, 59 (2) : 97- 108.
  • 3Kindlmann G, 4Durkin J W. Semi-automatic generation of transfer functions for direct volume rendering [C]//Proceedings of the 1998 IEEE Symposium on Volume Visualization. New York: ACM Press, 1998:79-86.
  • 4Kindlmann G, Whitaker R, Tasdizen T, et al. Curvaturebased transfer functions for direct volume rendering: methods and applications [C] //Proceedings of the 14th IEEE Visualization 2003. Washington D C: IEEE Computer Society Press, 2003:513-520.
  • 5Prassni J S, Ropinski T, Mensmann J, et al. Shape-based transfer functions for volume visualization [C] //Proceedings of IEEE Pacific Visualization Symposium. Washington D C: IEEE Computer Society Press, 2010:9-16.
  • 6Reitinger B, Zach C, Bornik A, et al. User-centric transfer function specification in augmented reality [C] //Proceedings of International Conferences in Central Europe on Computer Graphics, Visualization and Agency: Science Press, 2004: Computer Vision. UNION 355-362.
  • 7李宗剑,曾理.三维有限线积分变换及其在工业CT体数据线特征提取中的应用[J].光学精密工程,2009,17(12):3089-3095. 被引量:4
  • 8Correa C, Ma Kwan Liu. Size based transfer functions: anew volume exploration technique [J]. IEEE Transactions on Visualization and Computer Graphics, 2008, 14(6) : 1380- 1387.
  • 9Kniss J, Kindlmann G, Hansen C. Multidimensional transfer functions for interactive volume rendering [J].IEEE Transactions on Visualization and Computer Graphics, 2002, 8(3) : 270-285.
  • 10Bruckner S, GrollerM E. Style transfer functions for illustrative volume rendering [J]. Computer Graphics Forum, 2007, 26(3): 715-724.

二级参考文献12

  • 1高印寒,周晓华,梁杰,常鑫.数据融合技术在声全息测量中的应用[J].光学精密工程,2007,15(7):1104-1111. 被引量:5
  • 2焦李成,谭山.图像的多尺度几何分析:回顾和展望[J].电子学报,2003,31(z1):1975-1981. 被引量:228
  • 3张俊雄,荀一,李伟.基于形态特征的玉米种子表面裂纹检测方法[J].光学精密工程,2007,15(6):951-956. 被引量:38
  • 4ZENG L, JANSEN C P, MARSCH S, et al Wavelet compression of four-dimensional arbitrarily size echocardiographic data[J].IEEE Transactions on Medical Imaging, 2002,21(9) :1179-1187.
  • 5BOULGOURIS N V, CHI Z X. Gait recognition u sing Radon transform and linear discriminant analysis[J].IEEE Transactions on Image Processing, 2007,16(3) :731-740.
  • 6FARHAD M K, JALALEDDIN I, REIHANE M, et al.. Numeral recognition using curvelet transform[C].IEEE/ACS International Conference on Computer Systems and Applications, 2008: 606- 612.
  • 7YANG M Q, PENG Y H, LIU Y X. The algorithm and application of finite line integral transform[C]. IEEE International Symposium on Micro wave, Antenna, Propagation and EMC Technologies for Wireless Communications Proceedings,2005:411-414.
  • 8HALL D L, LIANAS J. Handbook of Multisensor Data Fusion[M]. Florida: CRC Press LLC, 2001: 69-74.
  • 9http://www.gris.uni-tuebingen.de/areas/scivis/ volren/datasets/data/engine, raw. gz[OL].
  • 10Gonzalez R C.数字图像处理[M].阮秋琦,阮宇智,译.北京:电子工业出版社,2005.

共引文献3

同被引文献53

  • 1GONZALEZ R C,WOOD R E. 数字图像处理[M].2 版. 北京: 电子工业出版社,2007:175.
  • 2KINDLMANN G, DURK1N J W. Semi-automatic generation of transfer functions for direct volume rendering[ C]// Proceedings of the 1998 IEEE Symposium on Volume Visualization. New York: ACM, 1998:79 - 86.
  • 3SEREDA P, BARTROLI A V, SERLIE I W O, et al. Visualization of boundaries in volumetric data sets using LH histograms[ J]. Visu- alization and Computer Graphics, 2006 , 11 (3) : 208 - 218.
  • 4WANG YUNHAI, CHEN WEI, ZHANG JIAN, et al. Efficient vol- ume exploration using the Gaussian mixture model[ C]// Visualiza- tion and Computer Graphics, 201 I, 17(11) : 1560 - 1573.
  • 5CABAN J J, RHEINGANS P. Texture-based transfer hmctlons for direct volume rendering[ Jl 1EEE Transactions on Visualization and Compuler Graphics. 2008, 14(6) : 1364 - 1371.
  • 6TZENG FY, LUM E B, MA K L. An intelligent system approach to higher-dimensional classification of volume data[ J]. Visualization and Computer Graphics, 2005, 11 (3) : 273 - 284.
  • 7REITINGER B, ZACH C, BORNIK A, et al. User-centric transfer function specification in augmented reality[ J]. Journal of WSCG, 2004, 12(3) : 355 -362.
  • 8GUO HANQI, MAO NINGYU, YUAN XIAORU. WYSIWYG (What You See is What You Get) volume visualization[ J]. Visual- ization and Computer Graphics, 2011,17(12) : 2106 -2114.
  • 9ARTHUR D, VASSILVITSKll S. K-Means ++: the advantages of careful seeding[ C]// Proceedings of the Eighteenth Annual ACM- SIAM Symposium on Discrete Algorithms. Philadelphia: Society for Industrial and Applied Mathematics, 2007:1027 - 1035.
  • 10ZHENG Z Y, AHMED N, MUELLER K. iView: A feature cluste- ring framework for suggesting informative views in volume visualiza- tion[ Jl- Visualization and Computer Graphics, 2011,17(12) : 1959 - 1968.

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