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血管数字减影图象中的结构特征提取 被引量:2

Extraction of Structure Features in DSA Image
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摘要 基于X线数字减影图象的三维血管结构重建很大程度上依赖于图象中血管的有效检测和结构关系描述。本文给出一个在局部特征检测基础上的结构特征提取和组织方法,涉及结构分析之前的中间视觉处理层次,即将图象中主要结构分离出来供结构分析之用。首先用一个突出结构检测算法独立地组织和选择中轴曲线片断和边缘曲线片断,然后将两者信号相结合以验证突出结构算法获得的结果并滤除噪声结构。 The overall scheme aiming at the three-dimensional reconstruction of vascular structures from X-ray projections relies greatly on the efficient detection and structural description of the vessels in the image frames. In this paper an approach for primitive organization and selection is proposed, which deals with an intermediate visual processing level, separating the principal structures from the image for structural analysis by using a structural saliency algorithm (SSA)to organize and select the salient centerline curves and salient contour curves separately and then combining them to verify the result of the SSA and to eliminate noisy structures.
出处 《电子学报》 EI CAS CSCD 北大核心 1995年第11期60-64,共5页 Acta Electronica Sinica
基金 "中法先进研究计划" 欧共体的部分资助
关键词 医学图象处理 计算机视觉 血管 数字减影图象 Medical image processing, Computer vision, Reconstruction, Segmentation, Salientstruture
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参考文献2

  • 1Ruan S,1991年
  • 2Sha A,1990年

同被引文献7

  • 1罗立民,冒非.基于造影图对的血管三维重建显示[J].东南大学学报(自然科学版),1990,20(4):26-31. 被引量:2
  • 2Marr D.视觉计算理论[M].北京:科学出版社,1988.51-80.
  • 3Sarkar, S,K. L Boyer.Perceptual organization in computer vision: a review and a proposal for a classificatory structure. Systems, Man and Cybernetics, IEEE Transactions on . 1993
  • 4HERAULT L,HORAUD R.Figure-ground discrimination: a combinatorial optimization approach. IEEE Transactions on Pattern Anallysis Machine Intelligence . 1993
  • 5Wagner R A,Fischer M J.The string to string correction problem. Journal of the ACM . 1974
  • 6Ullman S.High level vision:object recognition and visualcognition. . 1997
  • 7Toumoulin C,Mao F.Spatio-temporal grouping for theformation of vascular segments in coronarography imagesequences. Technology and Health Care . 1997

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