基于正交双摄像头的三维插针实验平台设计与分析

IF 1 Q4 ENGINEERING, MANUFACTURING Journal of Micro and Nano-Manufacturing Pub Date : 2022-06-27 DOI:10.1115/msec2022-85764
Shilun Du, Murong Li, Tian Xu, Yingda Hu, Zhen Wang, Yong Lei
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引用次数: 0

摘要

三维插针在理论研究和临床实践中都具有重要意义。文献中,针刺实验大多采用二维实验平台。少数研究使用基于超声或传统立体摄像机的三维实验平台。超声分辨率低,传统立体相机难以重建无纹理的物体,不适合进行标记重建。因此,需要设计一个具有高分辨率和三维重建能力的三维插针实验平台。本文设计了一种基于正交排列双摄像头的三维插针平台。并进行了误差分析和精度验证。首先,设计了实验平台框架,介绍了实验平台的主要模块。其次,进行了基于Frechet距离的误差分析,量化了斜面角和插入角导致的误差;第三,为了验证三维重建的精度,对双摄像头系统进行了二维距离灵敏度实验和三维重建实验。对感兴趣区域的三维重建精度进行了验证。为了优化三维插针平台,采用了保证同心度的针架。此外,在设置过程中引入了预插入过程和正交排列双棋盘校准。最后,设计了三维插针实验平台,并通过插针路径规划算法验证。实验结果表明,所设计的实验平台能够准确地引导针头,并在可接受的精度下重建针头路径和标记。
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Design and Analysis of a Novel Experiment Platform for 3D Needle Insertion Based on Orthogonally Arranged Dual Camera
3D needle insertion is important both in theoretical research and clinic practice. In literature, most needle insertion experiments use 2D experiment platforms. A few studies use 3D experiment platforms based on ultrasound or traditional stereo camera. The ultrasound has low resolution and traditional stereo camera is difficult to reconstruct objects without textures, which is not suitable for markers reconstruction. Hence, it is needed to design a 3D needle insertion experiment platform with high resolution and 3D reconstruction ability. In this paper, we design a 3D needle insertion platform based on the orthogonal-arranged dual camera. Error analysis and accuracy verification are carried out as well. First, experiment platform framework is designed and essential modules are introduced. Second, the error analyses based on Frechet distance are carried out to quantify the error led by the bevel facing angle and insertion angle. Third, to verify the 3D reconstruction accuracy, the 2D distance sensitivity experiments and 3D reconstruction experiments are carried out for the dual camera system. The accuracy of 3D reconstruction in the region of interest has been verified. To optimize the 3D needle insertion platform, a needle holder to ensure concentricity is applied. Besides, pre-insertion process and orthogonal-arranged double chessboard calibration are introduced into setup procedures. Finally, a 3D needle insertion experiment platform is designed and validated through needle path planning algorithm verification. Results show that the proposed experiment platform can steer the needle accurately and reconstruct the needle path and markers in acceptable accuracy.
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来源期刊
Journal of Micro and Nano-Manufacturing
Journal of Micro and Nano-Manufacturing ENGINEERING, MANUFACTURING-
CiteScore
2.70
自引率
0.00%
发文量
12
期刊介绍: The Journal of Micro and Nano-Manufacturing provides a forum for the rapid dissemination of original theoretical and applied research in the areas of micro- and nano-manufacturing that are related to process innovation, accuracy, and precision, throughput enhancement, material utilization, compact equipment development, environmental and life-cycle analysis, and predictive modeling of manufacturing processes with feature sizes less than one hundred micrometers. Papers addressing special needs in emerging areas, such as biomedical devices, drug manufacturing, water and energy, are also encouraged. Areas of interest including, but not limited to: Unit micro- and nano-manufacturing processes; Hybrid manufacturing processes combining bottom-up and top-down processes; Hybrid manufacturing processes utilizing various energy sources (optical, mechanical, electrical, solar, etc.) to achieve multi-scale features and resolution; High-throughput micro- and nano-manufacturing processes; Equipment development; Predictive modeling and simulation of materials and/or systems enabling point-of-need or scaled-up micro- and nano-manufacturing; Metrology at the micro- and nano-scales over large areas; Sensors and sensor integration; Design algorithms for multi-scale manufacturing; Life cycle analysis; Logistics and material handling related to micro- and nano-manufacturing.
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