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Real-time control of human actions using inertial sensors

查看全文 作  者:LIU [1]HuaJun;HE [1]FaZhi;ZHU [1]FuXi;ZHU [2]Qing 高影响力作者 机构地区:[1]School of Computer,Wuhan University;[2]School of Geosciences and Environmental Engineering,Southwest Jiaotong University高影响力机构 出  处:《Science China(Information Sciences)》索引2014年第57卷第7期,共11页高影响力期刊 基  金:supported by National Science and Technology Support Program (Grant No.2012BAH35B02);National Natural Science Foundation of China (Grant No.61070078);Fundamental Research Funds for Central University 摘  要:Our study proposes a new local model to accurately control an avatar using six inertial sensors in real-time.Creating such a system to assist interactive control of a full-body avatar is challenging because control signals from our performance interfaces are usually inadequate to completely determine the whole body movement of human actors.We use a pre-captured motion database to construct a group of local regression models,which are used along with the control signals to synthesize whole body human movement.By synthesizing a variety of human movements based on actors’control in real-time,this study verifies the effectiveness of the proposed system.Compared with the previous models,our proposed model can synthesize more accurate results.Our system is suitable for common use because it is much cheaper than commercial motion capture systems. 关 键 词:惯性传感器 实时控制 人类行为 人体运动 局部模型 控制信号 精确控制 交互控制
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