The Department of Robotics Engineering, Worcester Polytechnic Institute, 85 Prescott St, Worcester, MA 01609, United States.
The Department of Computer Science, Worcester Polytechnic Institute, 100 Institute Rd, Worcester, MA 01609, United States.
Comput Methods Programs Biomed. 2021 Nov;212:106414. doi: 10.1016/j.cmpb.2021.106414. Epub 2021 Sep 29.
The Vicon motion capture system is a popular tool for biomechanics, gait analysis, and robotics. The ASCII files produced are large and complex, making them difficult to read and analyze.
This paper presents two packages, the Vicon Toolkit Package and the Gait Analysis Toolkit Package. They use an open-source framework for ingesting, parsing, and analyzing Vicon mocap data and performing gait analysis. The package that handles the Vicon analysis is separated from the Gait Analysis package to allow for abstraction and expansion, and is not specific only to the Vicon system.
Our Vicon Toolkit provides tools to work directly with the marker data and other Vicon Nexus system outputs. The Gait Toolkit provides tools for performing gait analysis, EMG filtering, and learning trajectories. The packages are built upon a core library, GaitCore, that provides unified objects to perform operations and store data.
This paper will show how to use the packages' tools and the expected outputs. All the tools are open-source and written in Python3.x for ease of use and access to other powerful libraries.
Vicon 运动捕捉系统是生物力学、步态分析和机器人学的常用工具。生成的 ASCII 文件体积大且复杂,难以读取和分析。
本文介绍了两个软件包,即 Vicon 工具包和步态分析工具包。它们使用开源框架来摄取、解析和分析 Vicon 运动捕捉数据并进行步态分析。处理 Vicon 分析的软件包与步态分析软件包分离,以允许抽象和扩展,并且不仅限于 Vicon 系统。
我们的 Vicon 工具包提供了直接处理标记数据和其他 Vicon Nexus 系统输出的工具。步态分析工具包提供了进行步态分析、EMG 滤波和学习轨迹的工具。这些软件包构建在一个核心库 GaitCore 之上,该库提供了用于执行操作和存储数据的统一对象。
本文将展示如何使用软件包的工具和预期的输出。所有工具均为开源,并且使用 Python3.x 编写,以方便使用和访问其他强大的库。