Video-Based Human Gesture-Action Mapping

In order to ensure the reliability and timeliness of virtual human posture prediction and skeletal drive, we explore the low-consumption and lightweight virtual human action mapping and posture drive method for real-time video, so as to promote the integration and innovation of virtual human posture prediction and skeletal drive technology. By using depth technology to recognize the transformation relationship of human posture points in space in monocular video. In this paper, we propose a lightweight virtual human posture estimation and action driving method, based on Flask, Unity3D engine and so on, to establish a set of lightweight virtual human limb driving system, which introduces the human body posture action to the client for virtual human limb driving, and reduces to a certain extent the dependence of the virtual human action driving data collection on the equipment and scene.

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1109/iucc65928.2024.00111
Primary Topic
Hand Gesture Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Video-Based Human Gesture-Action Mapping

Hui Guo, Tianyuan Zhang, Bin Hu, Xuyuan Tao et al.
Hand Gesture Recognition Systems
article

Video-Based Human Gesture-Action Mapping

Hui Guo, Tianyuan Zhang, Bin Hu, Xuyuan Tao, Yingli Zhao
article en

Abstract

In order to ensure the reliability and timeliness of virtual human posture prediction and skeletal drive, we explore the low-consumption and lightweight virtual human action mapping and posture drive method for real-time video, so as to promote the integration and innovation of virtual human posture prediction and skeletal drive technology. By using depth technology to recognize the transformation relationship of human posture points in space in monocular video. In this paper, we propose a lightweight virtual human posture estimation and action driving method, based on Flask, Unity3D engine and so on, to establish a set of lightweight virtual human limb driving system, which introduces the human body posture action to the client for virtual human limb driving, and reduces to a certain extent the dependence of the virtual human action driving data collection on the equipment and scene.

Macau University of Science and Technology (MO), Wuzhou University (CN)
National Natural Science Foundation of China, Science and Technology Development Fund, Wuzhou University
Openalex Percentile: Top 70%
Hand Gesture Recognition Systems
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Video-Based Human Gesture-Action Mapping — Hui Guo, Tianyuan Zhang, et al. · (2024) | TGRS Research Map | TGRS