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    • 1. 发明申请
    • SYSTEM AND METHOD FOR REAL-TIME OBJECT RECOGNITION AND POSE ESTIMATION USING IN-SITU MONITORING
    • 用于现场监测的实时对象识别和位置估计的系统和方法
    • US20090190798A1
    • 2009-07-30
    • US12032427
    • 2008-02-15
    • Sukhan LEESeung-Min BAEKJeihun LEEJangwon LEE
    • Sukhan LEESeung-Min BAEKJeihun LEEJangwon LEE
    • G06K9/00
    • G06K9/00201G06K9/6292G06T7/35G06T7/73G06T7/77G06T2207/10028
    • Provided are a system and method for real-time object recognition and pose estimation using in-situ monitoring. The method includes the steps of: a) receiving 2D and 3D image information, extracting evidences from the received 2D and 3D image information, recognizing an object by comparing the evidences with model, and expressing locations and poses by probabilistic particles; b) probabilistically fusing various locations and poses and finally determining a location and a pose by filtering inaccurate information; c) generating ROI by receiving 2D and 3D image information and the location and pose from the step b) and collecting and calculating environmental information; d) selecting an evidence or a set of evidences probabilistically by receiving the information from the step c) and proposing a cognitive action of a robot for collecting additional evidence; and e) repeating the steps a) and b) and the steps c) and d) in parallel until a result of object recognition and pose estimation is probabilistically satisfied.
    • 提供了使用现场监测的实时对象识别和姿态估计的系统和方法。 该方法包括以下步骤:a)接收2D和3D图像信息,从接收到的2D和3D图像信息中提取证据,通过将证据与模型进行比较来识别对象,并通过概率粒子表示位置和姿态; b)概率地融合各种位置和姿势,并最终通过过滤不准确的信息来确定位置和姿势; c)通过从步骤b)接收2D和3D图像信息以及位置和姿势来生成ROI并收集和计算环境信息; d)通过接收步骤c)中的信息并提出机器人的收集附加证据的认知行动来概率地选择证据或一组证据; 和e)并行地重复步骤a)和b)和步骤c)和d),直到概率地满足对象识别和姿态估计的结果。