相关实验视频
Updated: Aug 13, 2026
08:18
Visualizing Motion Patterns in Acupuncture Manipulation
Published on: July 16, 2016
8.8K
一个基于三轴态度传感器和计算机视觉的针操纵分类系统
Meng Zhu1, Da-Ming Liu2, Jian Pei3
1School of Computer Science and Technology, Shanghai University of Electric Power, Shanghai 200090, China. 13137089662@163.com.
Zhen ci yan jiu = Acupuncture research
|December 26, 2023
概括
这项研究结合了视觉和传感器技术,以准确地分类针操纵. 开发的系统量化了物理参数和动态手势,有助于继承针技术.
科学领域:
- 整合和补充医学是整合和补充医学.
- 生物医学工程 生物医学工程
- 针研究 针研究
背景情况:
- 针操纵技术传统上是通过观察和实践来学习的.
- 对这些技术的客观量化具有挑战性,阻碍了标准化和知识转移.
研究的目的:
- 开发一个准确识别和分类针操纵的系统.
- 将视觉和传感器数据结合起来,用于对针技术的定量分析.
主要方法:
- 使用三轴态度传感器来捕获针头操纵参数 (加速,速度,角度).
- 使用计算机视觉和混合3D卷积神经网络 (CNN) 和长短期记忆 (LSTM) 模型进行动态手势识别.
- 集成的时间域物理参数与时空特征用于分类.
主要成果:
- 实现了高分类准确度的提升-推 (95.56%的增强,93.33%的减少) 和扭转 (95.56%的增强,91.11%的减少) 技术.
- 与仅使用传感器的方法相比,在识别准确度方面显著改善.
- 识别了不同的物理参数模式,用于不同的操纵类型.
结论:
- 开发的系统可以对针操纵参数进行定量分析.
- 它为针技术的客观分类和数字继承提供了基础.
- 这种方法提高了针操纵的识别和分类准确性.
更多相关视频
08:27Three-Dimensional Finger Motion Tracking during Needling: A Solution for the Kinematic Analysis of Acupuncture Manipulation
Published on: October 28, 2021
2.8K
07:29Author Spotlight: Development of a Standardized Acupuncture Tool Inspired by Advanced Techniques for Improved Safety and Precision
Published on: January 10, 2025
328
相关概念视频
01:30Three-Dimensional Force System:Problem Solving
A three-dimensional force system refers to a scenario in which three forces act simultaneously in three different directions. This type of problem is commonly encountered in physics and engineering, where it is necessary to calculate the resultant force on the system, which can then be used to predict or analyze the behavior of the object or structure under consideration.
To solve a three-dimensional force system, first resolve each force into its respective scalar components. Do this using...
To solve a three-dimensional force system, first resolve each force into its respective scalar components. Do this using...
01:24One-Degree-of-Freedom System
In mechanical engineering, one-degree-of-freedom systems form the basis of a wide range of electrical and mechanical components. Using these models, engineers can predict the behavior of various parts in a larger system, which gives them insight into how different forces interact with each other.
A one-degree-of-freedom system is defined by an independent variable that determines its state and behavior. One example of a one-degree-of-freedom system is a simple harmonic oscillator, such as a...
A one-degree-of-freedom system is defined by an independent variable that determines its state and behavior. One example of a one-degree-of-freedom system is a simple harmonic oscillator, such as a...