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基于多层次拓通道的动作识别 关注人类骨的注意力

Kai Hu1,2, Chaowen Shen1, Tianyan Wang1

  • 1School of Automation, Nanjing University of Information Science and Technology, Nanjing 210044, China.

Sensors (Basel, Switzerland)
|December 23, 2023
PubMed
概括

这项研究引入了一种新的多层次拓频道注意网络,用于使用骨架数据识别人类行为. 该算法通过利用人体结构和四肢协调来增强特征提取,实现高精度.

关键词:
之前的知识 之前的知识骨架动作识别 动作识别时间建模时间建模

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相关概念视频

Classification of Bones01:18

Classification of Bones

The bones of the human skeletal system are of varied shapes, sizes, and functions. They can be classified based on their shape and function into four major classes: long bones, short bones, flat bones, and irregular bones. Some classifications include a fifth type, the sesamoid bones, as a separate class, whereas others categorize them under short bones.
Long and Short Bones
The appendicular skeleton, particularly the upper and lower limbs, is primarily made of long and short bones. The long...