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Updated: Jul 6, 2026

Estimation of Contact Regions Between Hands and Objects During Human Multi-Digit Grasping
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Published on: April 21, 2023

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从零到几次拍摄:手腕EMG的深度时间学习可以实现可扩展的跨用户手势识别

Fady S Botros1,2,3, Heather E Williams2, Angkoon Phinyomark2

  • 1Department of Electrical and Computer Engineering, University of New Brunswick, Fredericton, NB E3B 5A3, Canada.

Journal of neural engineering
|September 18, 2025
PubMed
概括

手腕电肌图 (EMG) 显示了可穿戴设备中手势识别 (HGR) 的前景. 一个新型号显著提高了跨用户的性能与最小的校准,使手腕EMG一个可行的选择.

关键词:
交叉用户交叉用户深度时间学习 (deep temporal learning) 是一种深度时间学习.我的电动控制器模式识别 模式识别 模式识别表面电力学图 (surface electromyography) 是一种表面电力学图.转移学习转移学习零射击,零射击,零射击.

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相关概念视频

Muscles of the Forearm that Move the Hand and Fingers01:16

Muscles of the Forearm that Move the Hand and Fingers

The muscles of the forearm that move the wrist, hand, and digits are numerous and diverse. They can be classified into two groups based on their location and function — the anterior and posterior compartment muscles.
Anterior Compartment
The anterior compartment muscles originate from the humerus. They primarily function as flexors and are also known as flexor muscles. They typically insert on the carpals, metacarpals, and phalanges. The superficial layer includes the flexor carpi radialis,...