用于实时跟踪和控制主动导管的图像处理算法

M. Azizian, J. Jayender, R. Patel
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引用次数: 6

摘要

在本文中,我们研究了基于视觉的机器人辅助主动导管插入。使用图像处理技术提取血管地图,并检测血管连接点的位置。所需的导管路径和目标由使用者/临床医生选择。实时跟踪导管尖端,并根据导管在血管内的位置控制机器人和主动导管。主动导管由自主引导算法控制,在分支处向适当方向弯曲。机器人插入的行程长度由自主导航算法控制,以确保导管在动脉内的平滑运动。一个PI控制器已经实现克服导管弯曲和保持平稳运动。导管通过适当的指令从进入点自动引导到目标,从而保护外科医生免受x射线透视中x射线的辐射暴露,减轻他/她的压力和疲劳。在实验室测试台上给出了插入算法的实验结果。
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Image processing algorithms for real-time tracking and control of an active catheter
In this paper, we investigate vision-based robot-assisted active catheter insertion. A map of the vessels is extracted using image processing techniques and the locations of the junctions of the blood vessels are detected. The desired path of the catheter and the target is selected by the user/clinician. The tip of the catheter is tracked in real-time and the robot and the active catheter are controlled based on the position of the catheter inside the vessels. The active catheter is commanded by an autonomous guidance algorithm to bend in the appropriate direction at the branches. The stroke length for the robotic insertion is controlled by the autonomous guidance algorithm to ensure smooth motion of the catheter inside arteries. A PI controller has been implemented to overcome flexing in the catheter and maintain smooth motion. The catheter is autonomously guided from the point of entry to the target via appropriate commands, thereby shielding the surgeon from radiation exposure due to the X-rays in X-ray fluoroscopy and relieving him/her of stress and fatigue. Experimental results for the insertion algorithms are shown using a laboratory testbed.
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