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Journal of Software:2014.25(5):939-952

多触点交互桌面左右手区分方法
刘佳升,张凤军,张镇嵩,陈辉,戴国忠,王宏安
(中国科学院 软件研究所 人机交互与智能信息处理实验室, 北京 100190;中国科学院大学, 北京 100190)
Left-Right Hand Distinction for Multi-Touch Tabletop Interaction
LIU Jia-Sheng,ZHANG Feng-Jun,ZHANG Zhen-Song,CHEN Hui,DAI Guo-Zhong,WANG Hong-An
(Intelligence Engineering Laboratory, Institute of Software, The Chinese Academy of Sciences, Beijing 100190, China;University of Chinese Academy of Sciences, Beijing 100190, China)
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Received:March 04, 2013    Revised:April 22, 2013
> 中文摘要: 现有多触点交互桌面系统通常只提供触点位置、形状等信息,不包括触点左右手归属信息.触点所属手及左右手手性信息的提供,对于多指手势识别、丰富双手交互技术,尤其是非对称双手交互技术具有重要意义.基于手的解剖结构特征,提出一种不需辅助硬件设备的触点左右手归属判定方法.首先,以手势设计的基本原则为指导,根据手的解剖结构特征,提出交互桌面手-臂系统三角形模型;其次,基于该三角形模型,给出多触点交互桌面同手触点聚类方法及左右手识别方法;然后,对MTDriver做扩展,实现了提供左右手信息的多触点跟踪工具箱,并提出了基于左右手信息的交互桌面交互技术;最后,评估结果表明,同手触点聚类方法及触点左右手手性识别方法均具有较高的正确率,而且在时间性能方面满足交互桌面交互实时性要求.
Abstract:In a multi-touch interactive system, distinguishing between user's left and right hands is of great significance for recognizing multi-finger gestures and further fully exploring the potential of bimanual interaction. However, the function of left-right hand distinction is beyond the capability of most multi-touch systems. In this paper, a robust solution to the left-right hand distinction based on the anatomical structure characteristic of hand is presented. Firstly, guided by the basic principles of gesture designing, the interactive tabletop hand-arm triangle model is proposed based on the anatomical structure characteristic of hand. Secondly, multi-touch interactive tabletop same hand contact points clustering method and left-right hand recognizing method are given based on the triangle model. Then, the methods are integrated into MTDriver to detect and send contact points's left-right information to the multi-touch applications and new bimanual interactive technologies are demonstrated. Finally, evaluation shows that the solution can achieve high recognition accuracy and good time performance that could support fluency bimanual interaction on interactive tabletop.
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基金项目:国家重点基础研究发展计划(973)(2009CB320804);国家自然科学基金(61173059,61103096,61135003);国家高技术研究发展计划(863)(2012AA02A608) 国家重点基础研究发展计划(973)(2009CB320804);国家自然科学基金(61173059,61103096,61135003);国家高技术研究发展计划(863)(2012AA02A608)
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刘佳升,张凤军,张镇嵩,陈辉,戴国忠,王宏安.多触点交互桌面左右手区分方法.软件学报,2014,25(5):939-952

LIU Jia-Sheng,ZHANG Feng-Jun,ZHANG Zhen-Song,CHEN Hui,DAI Guo-Zhong,WANG Hong-An.Left-Right Hand Distinction for Multi-Touch Tabletop Interaction.Journal of Software,2014,25(5):939-952