期刊文献+

基于自制标尺的C臂X光全景图像拼接方法

C-arm X-ray image mosaic using home-made ruler
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摘要 在对C臂X光图像和现有的医学图像匹配方法分析的基础上,提出了一种基于自制标尺的C臂X光图像拼接方法.该图像拼接方法分为失真校正、图像匹配和图像合成三步,其中图像匹配是算法的关键.首先采用双线性变换模型进行失真校正;然后基于自制标尺,采用图像灰度匹配法对校正后的C臂X光图像进行图像匹配;最后将其余各幅图像间的匹配矩阵均换算成以第一幅图像为基准,据此合成出全景图像.通过尸腿骨X光图像拼接实验验证了该方法的准确性. Based on the analysis of C-arm X-ray images and the existing methods in medical image registration, a C-arm image mosaic method based on a home-made ruler is proposed. The X-ray images acquired in the image acquisition protocol are corrected with the bilinear transformation model, and the corrected images are processed by the intensity-based registra- tion and aligned in the coordination of the first image, so that the X-ray image panorama is formed. The accuracy and the effectiveness of this method is validated by C-arm images of the cadaver bone experiment.
出处 《高技术通讯》 CAS CSCD 北大核心 2006年第10期1030-1033,共4页 Chinese High Technology Letters
基金 国家自然科学基金(60525314)资助项目
关键词 X光 几何校正 图像匹配 图像拼接 X-ray, geometric correction, image registration, image mosaic
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参考文献11

  • 1Joskowicz L,Milgrom C,Simkin A,et al.FRACAS:a system for computer-aided image-guided long bone fracture surgery.Computer Aided Surgery,1998,(3):271
  • 2Slomczykowski M,Hofstetter R,Strauss M,et al.Fluoroscopy-based surgical navigation-concept and possible clinical applications.In Nolte L P and Ganz R (eds),Computer Assisted Orthopedic Surgery (CAOS).Bern:Hogrefe & Huber Publishers,1999,2
  • 3Yaniv Z,et al.Fluoroscopic image processing for computer-aided orthopedic surgery.In:Proc.Medical Computing and Computer-Assisted Intervention,1998:325
  • 4Brown L G.A survey of image registration techniques.ACM Computing Surveys,1992,24 (4):325
  • 5Zoghlami I,Faugeras O,Deriche R.Using geometric corners to build a 2D mosaic from a set of images.In:Proc.1997 Conf.Computer Vision and Pattern Recognition,1997.420
  • 6Ozanian T O,Philips R.Image analysis for computer-assisted internal fixation of hip fractures.Med Image Anal,2000,4:137
  • 7Murphy M J.An automatic six-degree of freedom image registration algorithm for image-guided frame less stereo tactic radio surgery.M Med Phys,1997,(6):857
  • 8张鹏强,翟翊,林群超.大比例尺地形图扫描数字化影像变形纠正方法与实践[J].测绘学院学报,2001,18(4):280-282. 被引量:16
  • 9Sonka M,Hlavac V,Boyle R.Image processing,analysis,and machine vision,second edition.Thomson Learning and PT Press,1999:45
  • 10Bamea D I,Silverman H F.A class of algorithms for fast digital image registration.IEEE Trans on Computers,1972,21:179

二级参考文献27

  • 1田金文,杨磊,柳健,张天序.基于局部分形特征的快速图像匹配方法[J].华中理工大学学报,1996,24(2):12-14. 被引量:18
  • 2张桂林,徐捷,郑云慧.频域相关技术在图像匹配中的应用[J].模式识别与人工智能,1997,10(1):87-92. 被引量:8
  • 3孙仲康 沈振康.数字图像处理及应用[M].北京:国防工业出版社,1985..
  • 4Djekoune O A,Achour K.Segment matching using a Neural Network approach[C].In:IEEE International Conference on Computer Systems and Applications,2001
  • 5Barnea D I,Silverman H F.A class of algorithms for fast digital image registration[J].IEEE Trans on Computers,1972 ;C-21:179~186
  • 6Moravec H P.Towards automatic visual obstacle avoidance[C].In:Proceedings of the 5th International Joint Conference on Artificial Intelligence,1977
  • 7Harris C,Stephens M A.Combined corner and edge detector[C].In:Proceedings of the 4th Alvey Vision Conference,1988
  • 8Vincent T,Laganiere R.Matching feature points for telerobotics[C].In:1th International Workshop on HAVE and their Applications,2002
  • 9You J,Bhattacharya P A.Wavelet-based coarse-to-fine image matching scheme in a parallel virtual machine environment[J].IEEE Trans on Image Processing,2000;9(9):1547~1559
  • 10Hu M K.Pattern recognition by moments invariants[C].In:Proc IRE,1961

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