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相关概念视频

Bone Remodeling01:40

Bone Remodeling

Bone remodeling is a continuous and balanced process of bone resorption by osteoclasts and bone formation by osteoblasts. In adults, it helps maintain bone mass and calcium homeostasis. While mechanical stress can stimulate turnover as part of the normal maintenance and reparative process, several hormones also regulate bone remodeling.
Structural Classification of Joints01:20

Structural Classification of Joints

Joints, also known as articulations, are classified based on their structural characteristics, i.e., based on whether the articulating surfaces of the adjacent bones are directly connected by fibrous connective tissue or cartilage, or whether the articulating surfaces contact each other within a fluid-filled joint cavity. These differences serve to divide the joints of the body into three structural classifications.
A fibrous joint is where the adjacent bones are united by fibrous connective...
Virtual Work for a System of Connected Rigid Bodies01:06

Virtual Work for a System of Connected Rigid Bodies

Virtual work is a powerful method used to solve problems involving several connected rigid bodies. When the system is in equilibrium, virtual work is zero. This allows the calculation of the resulting forces when a system undergoes a virtual displacement. When attempting to analyze such a system, first, use a free-body diagram, where an independent coordinate represents the configuration of the links, and mark its deflected position resulting from the positive virtual displacement.
Next,...
Muscle Coordination and Action01:24

Muscle Coordination and Action

Muscle coordination is a complex and finely tuned process essential for smooth and purposeful movements like flexion, extension, adduction, abduction, and rotation. The human body orchestrates the actions of various muscles working in concert, each with a specific role. Four functional types describe how muscles work together: agonist, antagonist, synergist, and fixator.
Agonists
Agonist muscles, often called prime movers, are the primary muscles responsible for producing a specific movement.

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Real-Time Proxy-Control of Re-Parameterized Peripheral Signals using a Close-Loop Interface
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基于骨架的建筑工人行动识别多流融合网络.

Yuanyuan Tian1, Yan Liang2, Haibin Yang2

  • 1Department of Architecture and Civil Engineering, City University of Hong Kong, Hong Kong 999077, China.

Sensors (Basel, Switzerland)
|December 9, 2023
PubMed
概括
此摘要是机器生成的。

本研究介绍了一种多尺度图形策略和一个多特征融合网络 (MF-Net),用于加强建筑工人活动监测. 这种方法通过更好的行动识别来提高工人健康和效率.

关键词:
3D骨架数据 3D骨架数据建筑工人行动的认可深度学习算法深度学习算法多流网络的多流网络.

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科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能
  • 土木工程 土木工程是指土木工程.

背景情况:

  • 持续监测建筑工人活动对于安全和效率至关重要.
  • 现有的方法在人类行动中与复杂的时空关系作斗争.

研究的目的:

  • 开发一个高效,准确的系统来识别建筑工人的行为.
  • 为了增强建筑工地复杂的人体姿势网络中的特征提取.

主要方法:

  • 引入了用于增强特征提取的多尺度图形策略.
  • 开发了一个多功能融合网络 (MF-Net),使用不同的网络流来实现本地和全球功能.
  • 嵌入的时间特征 (速度,加速) 与空间特征融合.
  • 实施了效率措施,如瓶结构和对各行业的关注.

主要成果:

  • 多功能网络有效地捕捉了当地的关节特征和更广泛的人体连接.
  • 空间和时间特征的融合显著改善了模型性能.
  • 提高效率的措施优化了计算资源和特征可区分性.

结论:

  • 拟议的多尺度图形策略和MF-Net为建筑工人活动监测提供了一种新有效的方法.
  • 这项技术有可能显著改善施工现场管理,工人健康和整体工作效率.