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多尺度血管追踪

Multiscale vessel tracking.

作者信息

Wink Onno, Niessen Wiro J, Viergever Max A

出版信息

IEEE Trans Med Imaging. 2004 Jan;23(1):130-3. doi: 10.1109/tmi.2003.819920.

Abstract

A method is presented that uses a vectorial multiscale feature image for wave front propagation between two or more user defined points to retrieve the central axis of tubular objects in digital images. Its implicit scale selection mechanism makes the method more robust to overlap and to the presence of adjacent structures than conventional techniques that propagate a wave front over a scalar image representing the maximum of a range of filters. The method is shown to retain its potential to cope with severe stenoses or imaging artifacts and objects with varying widths in simulated and actual two-dimensional angiographic images.

摘要

本文提出了一种方法,该方法使用矢量多尺度特征图像在两个或多个用户定义点之间进行波前传播,以检索数字图像中管状物体的中心轴。与在表示一系列滤波器最大值的标量图像上传播波前的传统技术相比,其隐式尺度选择机制使该方法在处理重叠和相邻结构时更具鲁棒性。在模拟和实际二维血管造影图像中,该方法被证明能够应对严重狭窄、成像伪影以及宽度变化的物体。

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