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SMART 3D GESTURE RECOGNITION APPARATUS AND METHOD

机译:智能3D手势识别装置和方法

摘要

The present invention relates to a smart three-dimensional gesture recognition device and a method thereof. The invention consists of the followings: a video acquisition system to acquire video data made up of multiple continuous frames; a hand tracking system to acknowledge and track the location of a users hand using both color-based and depth-based tracking of video; a gesture decision system to analyze the location of the hand identified as a result of the hand tracking system to decide whether the user makes an intentional hand gesture; a characteristics extraction system to take out the characteristics of hand gesture based on settings; a user profile storage system where multiple templates of hand gestures are stored; a recognition classification system to recognize the patterns of a hand gesture based on the extracted characteristics from the extraction system, produce users behavior profile based on the patterns, recognize the gesture by searching for a gesture template corresponding to a recognized hand gesture out of the multiple templates stored in the user profile storage system and by applying the recognized pattern to the gesture template found as a resu and an instruction conversion system to convert the recognized gesture into an instruction corresponding thereto.
机译:智能三维手势识别装置及其方法技术领域本发明涉及一种智能三维手势识别装置及其方法。本发明包括以下内容:一种视频采集系统,用于采集由多个连续帧组成的视频数据;以及一种手跟踪系统,使用基于颜色和基于深度的视频跟踪来确认和跟踪用户手的位置;手势决策系统,用于分析作为手部跟踪系统的结果而识别出的手的位置,以确定用户是否做出了故意手势;特征提取系统,用于基于设置来提取手势的特征;用户配置文件存储系统,其中存储了多个手势模板;识别分类系统,用于基于从提取系统中提取的特征来识别手势的模式,基于该模式生成用户行为配置文件,通过从多个手势中搜索与已识别手势相对应的手势模板来识别手势模板存储在用户配置文件存储系统中,并将识别出的图案应用于结果找到的手势模板;指令转换系统,将识别出的手势转换成与其对应的指令。

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