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田沄, 周明全, 武仲科. 心脑血管三维分割研究进展[J]. 计算机辅助设计与图形学学报, 2012, 24(7): 839-851.
引用本文: 田沄, 周明全, 武仲科. 心脑血管三维分割研究进展[J]. 计算机辅助设计与图形学学报, 2012, 24(7): 839-851.
Tian Yun, Zhou Mingquan, Wu Zhongke. On 3D Cardia-Cerebrovascular Segmentation[J]. Journal of Computer-Aided Design & Computer Graphics, 2012, 24(7): 839-851.
Citation: Tian Yun, Zhou Mingquan, Wu Zhongke. On 3D Cardia-Cerebrovascular Segmentation[J]. Journal of Computer-Aided Design & Computer Graphics, 2012, 24(7): 839-851.

心脑血管三维分割研究进展

On 3D Cardia-Cerebrovascular Segmentation

  • 摘要: 心脑血管疾病是严重威胁人类健康的常见疾病,居各种死亡病因之首.分割作为后续血管三维可视化的关键环节,对于相关疾病的辅助诊疗具有重要意义.鉴于心脑血管位置的特殊性、形态的复杂性及其灰度信息的多变性,对其进行分割仍是一个具有挑战性的课题.文中对当前基于磁共振血管造影术(magnetic resonance angiograph,MRA)和CT血管造影术(computed tomographic angiography,CTA)图像的三维心脑血管分割算法进行了回顾和总结.首先对包括模式识别、基于管状结构的分割、基于中心线的分割和基于活动轮廓模型分割4类技术进行了讨论;进而给出了每类技术的优缺点、适用范围及待改进之处;最后,探讨了该领域研究的发展方向及应注意的问题.

     

    Abstract: Cardia-cerebrovascular disease is the most common diseases threatening the human health seriously,and it is at the head of causing human death.Segmentation is a key step toward an accurate three dimensional visualization which is significantly helpful for clinical diagnosis and treatment of related diseases.In view of the location particularity,the shape complexity,and the intensity variability of the cardio-cerebral vessels,although there is a tremendous amount of past and on-going dedicated research,its segmentation still remains a challenging task.In this paper,authors present a technical review on state-of-the-art literature for 3D cardia-cerebrovascular segmentation from MRA and CTA images.Firstly,four types of segmentation techniques,including pattern recognition approaches,tubular structure based approaches,centerline-based approaches,active contour model approaches,are discussed.Secondly,for each technique,The comments,on their performance,as well as scope and some aspects to be improved,are presented.Finally,developing direction and the improving strategies are concluded and identified.

     

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