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Reconstruction of rotary DSA vessel axis based on the matching of multiple projections

机译:基于多重投影匹配的旋转DSA血管轴的重建

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A novel method of the matching and reconstruction of DSA vessel axis is proposed based on the redundant information from multiple two-dimensional (2-D) projections of the object. First, a correlation scheme on pixels gray level is used to extract the vessel structure on every projection. Through this way, we acquire a binary image. Secondly, Hit-Miss Transform (HMT) is applied on the binary image to produce a vessel axis image. Thirdly, an arbitrary projection is chosen as base image, and others are chosen as reference images. For each key point in the base image, the matching points are found from the key points of the reference images according to epipolar geometry and the topological linking relations of vessel branches. The matching segments are determined from matched key points. If one segment of vessel axis in the base image is confirmed to be matching with one in the reference image, an interpolation process may be used to find out the corresponding relationship of points on these two segments. Then we can get a continuous 3-D segment of DSA vessel axis according to reconstruction the matched points between two views. The whole process is executed repeatedly when another image is selected as base image. The experiment result shows that this method may provide satisfactory reconstruction even the vessel extraction result is not very accurate.
机译:基于来自对象的多个二维(2-D)投影的冗余信息,提出了一种新的DSA血管轴的匹配和重建的新方法。首先,用于像素灰度级上的相关方案用于在每个投影中提取血管结构。通过这种方式,我们获取二进制图像。其次,在二进制图像上施加击球变换(HMT)以产生血管轴图像。第三,选择任意投影作为基础图像,并且其他选项被选择为参考图像。对于基础图像中的每个键点,根据截面几何和血管分支的拓扑连接关系,从参考图像的关键点找到匹配点。匹配的段由匹配的关键点确定。如果确认基本图像中的一个血管轴的一段与参考图像中的一个匹配,则可以使用内插过程来查找在这两个段上的相应关系。然后,我们可以根据重建,在两个视图之间重建匹配点,获得一个连续的3-D段。 The whole process is executed repeatedly when another image is selected as base image.实验结果表明,即使血管提取结果也不是非常准确的,这种方法也可以提供令人满意的重建。

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