Application of Gesture Recognition in Finger Rehabilitation Training

The hand is one of the essential organs of human beings. For people's daily life, hand injuries will bring much trouble. The traditional finger rehabilitation training method relying on the assistance of medical personnel needs a lot of time and manpower. Therefore, starting from hand target detection, this paper selects a suitable deep learning algorithm to recognize gestures, designs a finger rehabilitation training system platform, and displays sample gesture images and gestures captured by the camera on the operation interface through reasonable layout of the user interface, so that patients can compare their own gestures with correct gestures. The system is faster, more convenient and more labor-saving. It has wide application prospect and practical application value.

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Published
2024-11-21
DOI
https://doi.org/10.1109/aisomt64170.2024.10992127
Primary Topic
Educational Technology and Pedagogy
Type
article
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article

Application of Gesture Recognition in Finger Rehabilitation Training

Yifan Xia, Jie Li, Yufeng Zhang, Jinyu Liu
Educational Technology and Pedagogy
article

Application of Gesture Recognition in Finger Rehabilitation Training

Yifan Xia, Jie Li, Yufeng Zhang, Jinyu Liu
article en

Abstract

The hand is one of the essential organs of human beings. For people's daily life, hand injuries will bring much trouble. The traditional finger rehabilitation training method relying on the assistance of medical personnel needs a lot of time and manpower. Therefore, starting from hand target detection, this paper selects a suitable deep learning algorithm to recognize gestures, designs a finger rehabilitation training system platform, and displays sample gesture images and gestures captured by the camera on the operation interface through reasonable layout of the user interface, so that patients can compare their own gestures with correct gestures. The system is faster, more convenient and more labor-saving. It has wide application prospect and practical application value.

Shandong University (CN), Harbin Institute of Technology (CN)
Gender equality
Openalex Percentile: Top 73%
Educational Technology and Pedagogy
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