Mori Kensaku, Deguchi Daisuke, Akiyama Kenta, Kitasaka Takayuki, Maurer Calvin R, Suenaga Yasuhito, Takabatake Hirotsugu, Mori Masaki, Natori Hiroshi
Graduate School of Information Science, Nagoya University, Nagoya, Japan.
Med Image Comput Comput Assist Interv. 2005;8(Pt 2):543-50. doi: 10.1007/11566489_67.
In this paper, we propose a hybrid method for tracking a bronchoscope that uses a combination of magnetic sensor tracking and image registration. The position of a magnetic sensor placed in the working channel of the bronchoscope is provided by a magnetic tracking system. Because of respiratory motion, the magnetic sensor provides only the approximate position and orientation of the bronchoscope in the coordinate system of a CT image acquired before the examination. The sensor position and orientation is used as the starting point for an intensity-based registration between real bronchoscopic video images and virtual bronchoscopic images generated from the CT image. The output transformation of the image registration process is the position and orientation of the bronchoscope in the CT image. We tested the proposed method using a bronchial phantom model. Virtual breathing motion was generated to simulate respiratory motion. The proposed hybrid method successfully tracked the bronchoscope at a rate of approximately 1 Hz.
在本文中,我们提出了一种用于跟踪支气管镜的混合方法,该方法结合了磁传感器跟踪和图像配准。置于支气管镜工作通道内的磁传感器的位置由磁跟踪系统提供。由于呼吸运动,磁传感器仅提供支气管镜在检查前获取的CT图像坐标系中的大致位置和方向。传感器的位置和方向用作基于强度的配准的起点,该配准是在真实支气管镜视频图像与从CT图像生成的虚拟支气管镜图像之间进行的。图像配准过程的输出变换是支气管镜在CT图像中的位置和方向。我们使用支气管模型测试了所提出的方法。生成虚拟呼吸运动以模拟呼吸运动。所提出的混合方法成功地以约1Hz的速率跟踪了支气管镜。