Image recognition and force measurement application in the humanoid robot imitation

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Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/107457

Title:	Image recognition and force measurement application in the humanoid robot imitation
Authors:	王文俊;Liu, Hsin-Yu;Wang, Wen-June;Wang, Rong-Jyue;Tung, Cheng-Wei;Wang, Pei-Jui;Chang, I-Ping
Contributors:	資訊電機學院電機工程學系
Keywords:	Computer simulation;Feet;Force sensor;fuzzy control;Human;Human motion;Humanoid;humanoid robot;Humanoid robots;Humans;Image color analysis;image processing;Recognition;Robot kinematics;Robot sensing systems;Robots;stability;Studies;Three dimensional displays;zero moment point (ZMP)
Date:	2012-01-01
Issue Date:	2026-04-23 14:13:32 (UTC+8)
Publisher:	Institute of Electrical and Electronics Engineers Inc.;New York: IEEE
Abstract:	摘要： This paper studies and implements motion imitation interaction between a humanoid robot and a human. To achieve the implementation, three main processes are required. The first is the human motion data acquisition; the second is the motion data modification; and the last is the ankle angle adjustment on the supporting foot (or feet) of the humanoid robot. In the human motion data acquisition, we use a webcam to recognize the 13 marks that are pasted on the human's body and then calculate and record the relative positions of the marks for each motion into the motion database. In the motion data modification, the recorded motion data are modified by computer simulation to guarantee that the zero moment point of the robot is inside the stable region. Finally, based on the force sensor measurement on the soles of the robot, the ankle angles of the supporting foot (or feet) are adjusted such that the humanoid robot is capable of imitating the human motion with a balance status in real time. The experimental results demonstrate that the humanoid robot successfully imitates a series of human gymnastic motions. 其他題名： TIM 出版者： New York: IEEE 出版日期： 2012-01 出處： IEEE transactions on instrumentation and measurement, 2012-01, Vol.61 (1), p.149-161 資源來源： IEEE Electronic Library (IEL) 版權： Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Jan 2012 識別號： ISSN: 0018-9456 識別號： EISSN: 1557-9662 識別號： DOI: 10.1109/TIM.2011.2161025 識別號： CODEN: IEIMAO
Appears in Collections:	[Department of Electrical Engineering] journal & Dissertation

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