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具有3D棋盘格的模块化3D扫描质量验证平台的外部校准

Extrinsic Calibration for a Modular 3D Scanning Quality Validation Platform with a 3D Checkerboard.

作者信息

Kaiser Mirko, Brusa Tobia, Bertsch Martin, Wyss Marco, Ćuković Saša, Meixner Gerrit, Koch Volker M

机构信息

Biomedical Engineering Lab, Bern University of Applied Sciences, 2502 Biel, Switzerland.

Laboratory for Movement Biomechanics, ETH Zurich, 8092 Zürich, Switzerland.

出版信息

Sensors (Basel). 2024 Feb 29;24(5):1575. doi: 10.3390/s24051575.

Abstract

Optical 3D scanning applications are increasingly used in various medical fields. Setups involving multiple adjustable systems require repeated extrinsic calibration between patients. Existing calibration solutions are either not applicable to the medical field or require a time-consuming process with multiple captures and target poses. Here, we present an application with a 3D checkerboard (3Dcb) for extrinsic calibration with a single capture. The 3Dcb application can register captures with a reference to validate measurement quality. Furthermore, it can register captures from camera pairs for point-cloud stitching of static and dynamic scenes. Registering static captures from TIDA-00254 to its reference from a Photoneo MotionCam-3D resulted in an error (root mean square error ± standard deviation) of 0.02 mm ± 2.9 mm. Registering a pair of Photoneo MotionCam-3D cameras for dynamic captures resulted in an error of 2.2 mm ± 1.4 mm. These results show that our 3Dcb implementation provides registration for static and dynamic captures that is sufficiently accurate for clinical use. The implementation is also robust and can be used with cameras with comparatively low accuracy. In addition, we provide an extended overview of extrinsic calibration approaches and the application's code for completeness and service to fellow researchers.

摘要

光学三维扫描应用在各个医学领域的使用越来越广泛。涉及多个可调系统的设置需要在患者之间反复进行外部校准。现有的校准解决方案要么不适用于医学领域,要么需要通过多次捕获和目标姿态进行耗时的过程。在此,我们展示一种使用三维棋盘格(3Dcb)进行单次捕获外部校准的应用。3Dcb应用可以参照参考物配准捕获数据以验证测量质量。此外,它可以配准来自相机对的捕获数据,用于静态和动态场景的点云拼接。将来自TIDA - 00254的静态捕获数据与来自Photoneo MotionCam - 3D的参考数据进行配准,得到的误差(均方根误差±标准差)为0.02毫米±2.9毫米。对一对用于动态捕获的Photoneo MotionCam - 3D相机进行配准,得到的误差为2.2毫米±1.4毫米。这些结果表明,我们的3Dcb实现为静态和动态捕获提供了足够准确的配准,适用于临床使用。该实现也很稳健,可用于精度相对较低的相机。此外,为了完整性并服务于其他研究人员,我们提供了外部校准方法的扩展概述以及该应用的代码。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49fc/10934973/db6b1c470373/sensors-24-01575-g001.jpg

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